Simulation of confidence ratings and RTs in dynWEV and 2DSD confidence models
Source:R/simulateWEV.R
simulateWEV.RdSimulates the decision responses and reaction times together with a
discrete confidence judgment in the dynaViTE model, the 2DSD model (Pleskac & Busemeyer, 2010)
and the dynWEV model (Hellmann et al., 2023), given specific parameter constellations.
See ddynaViTE and d2DSD for more information about parameters.
Also computes the Gamma rank correlation between the confidence ratings and condition
(task difficulty), reaction times and accuracy in the simulated output.
Basically, this function is a wrapper for rdynaViTE and r2DSD
for application in confidence experiments with manipulation of specific parameters.
Usage
simulateWEV(paramDf, n = 10000, model = "dynWEV", simult_conf = FALSE,
gamma = FALSE, agg_simus = FALSE, stimulus = c(-1, 1), delta = 0.01,
maxrt = 15, seed = NULL, process_results = FALSE)Arguments
- paramDf
a list or dataframe with one row. Column names should match the names of dynaViTE and 2DSD model specific parameter names. For different stimulus quality/mean drift rates, names should be
v1,v2,v3,.... Differentsvand/orsparameters are possible withsv1,sv2,sv3... (s1,s2,s3,... respectively) with equally many steps as for drift rates. Additionally, the confidence thresholds should be given by names withthetaUpper1,thetaUpper2,...,thetaLower1,... or, for symmetric thresholds only bytheta1,theta2,....- n
integer. The number of samples (per condition and stimulus direction) generated. Total number of samples is
n*nConditions*length(stimulus).- model
character scalar. One of "dynaViTE", "dynWEV", or "2DSD".
- simult_conf
logical.
TRUE, if in the experiment confidence was reported simultaneously with the decision, as then decision and confidence judgment are assumed to have happened subsequent before response and tau is added to the simulated decision time. IfFALSEreturned response time will only be decision time plus non-judgment time component.- gamma
logical. If TRUE, the gamma correlation between confidence ratings, rt and accuracy is computed.
- agg_simus
logical. Simulation is done on a trial basis with RTs outcome. If TRUE, the simulations will be aggregated over RTs to return only the distribution of response and confidence ratings. Default: FALSE.
- stimulus
numeric vector. Either 1, -1 or c(-1, 1) (default). Together with condition represents the experimental situation. In a binary decision task the presented stimulus belongs to one of two categories. In the default setting trials with both categories presented are simulated but one can choose to simulate only trials with the stimulus coming from one category (1 for the category that is associated with positive drift in the decision process where "upper"/1 responses are considered correct and -1 correspondingly for negative drifts and "lower"/-1 correct decisions).
- delta
numeric. Discretization steps for simulations with the stochastic process.
- maxrt
numeric. Maximum reaction time returned. If the simulation of the stochastic process exceeds a rt of
maxrt, the response will be set to 0 andmaxrtwill be returned as rt.- seed
numerical. Seeding for non-random data generation.
- process_results
logical. Whether the output simulations should contain the final state of the decision (and visibility) process as additional column. Default is FALSE, meaning that no additional columns for the final process states are returned.
Value
Depending on gamma and agg_simus.
If gamma is FALSE, returns a data.frame with columns: condition,
stimulus, response, correct, rt, conf (the continuous confidence
measure) and rating (the discrete confidence rating), and dec and vis
(only if process_results=TRUE) for the final states of accumulators in the
simulation or
(if agg_simus=TRUE): condition, stimulus,response, correct,
rating and p (for the probability of a response and rating, given
the condition and stimulus).
If gamma is TRUE, returns a list with elements:
simus (the simulated data frame) and gamma, which is again a list with elements
condition, rt and correct, each a tibble with two columns (see details for more
information).
Details
Simulation of response and decision times is done by simulating normal variables in discretized steps until the lower or upper boundary is met (or the maximal rt is reached). Afterwards, a confidence measure is simulated according to the respective model.
The confidence outputs are then binned according to the given thresholds.
The output of the fitting function fitRTConf with the respective model
fits the argument paramDf for simulation.
The Gamma coefficients are computed separately for correct/incorrect responses for the
correlation of confidence ratings with condition and rt and separately for conditions
for the correlation of accuracy and confidence. The
resulting data frames in the output thus have two columns. One for the grouping variable
and one for the Gamma coefficient.
Note
Different parameters for different conditions are only allowed for drift rate,
v, drift rate variability, sv and diffusion constant s.
All other parameters are used for all conditions.
References
Hellmann, S., Zehetleitner, M., & Rausch, M. (2023). Simultaneous modeling of choice, confidence and response time in visual perception. Psychological Review 2023 Mar 13. doi: 10.1037/rev0000411. Epub ahead of print. PMID: 36913292.
Examples
# Examples for "dynWEV" model (equivalent applicable
# for "2DSD" model (with less parameters))
# 1. Define some parameter set in a data.frame
paramDf <- data.frame(a=2.5,v1=0.1, v2=1, t0=0.1,z=0.55,
sz=0.3,sv=0.8, st0=0, tau=3, w=0.1,
theta1=0.8, svis=0.5, sigvis=0.8)
# 2. Simulate trials for both stimulus categories and all conditions (2)
simus <- simulateWEV(paramDf, model="dynWEV")
head(simus)
#> condition stimulus response correct rt conf rating
#> 1 1 -1 -1 1 1.57 -0.8535017 1
#> 2 1 -1 -1 1 1.19 -2.9680543 1
#> 3 1 -1 1 0 4.58 0.7485104 1
#> 4 1 -1 1 0 1.81 5.8878993 2
#> 5 1 -1 1 0 1.00 -4.4810415 1
#> 6 1 -1 1 0 0.48 -2.5195680 1
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(linewidth=1.2)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
#> Warning: Removed 571 rows containing non-finite outside the scale range
#> (`stat_density()`).
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.236
#> 2 1 0 2 0.0303
#> 3 1 1 1 0.278
#> 4 1 1 2 0.114
#> 5 2 0 1 0.218
#> 6 2 0 2 0.145
# \donttest{
agg_simus$rating <- factor(agg_simus$rating, labels=c("unsure", "sure"))
library(ggplot2)
ggplot(agg_simus, aes(x=rating, group=correct, fill=as.factor(correct), y=p))+
geom_bar(stat="identity", position="dodge")+
facet_grid(cols=vars(condition), labeller = "label_both")
# }
# \donttest{
# Compute Gamma correlation coefficients between
# confidence and other behavioral measures
# output will be a list
simu_list <- simulateWEV(paramDf,n = 400, model="dynWEV", gamma=TRUE)
simu_list
#> $simus
#> condition stimulus response correct rt conf rating
#> 1 1 -1 1 0 0.30 3.813313e+00 2
#> 2 1 -1 1 0 7.12 -7.350507e+00 1
#> 3 1 -1 1 0 0.53 3.428121e+00 2
#> 4 1 -1 1 0 0.78 -3.701603e-01 1
#> 5 1 -1 -1 1 0.72 -1.078362e+00 1
#> 6 1 -1 1 0 0.55 -2.446258e+00 1
#> 7 1 -1 1 0 1.67 -3.272009e+00 1
#> 8 1 -1 -1 1 1.81 -5.171751e-01 1
#> 9 1 -1 1 0 5.07 2.493145e+00 2
#> 10 1 -1 1 0 0.41 1.710060e+00 2
#> 11 1 -1 -1 1 1.48 2.927480e+00 2
#> 12 1 -1 1 0 2.36 -3.884479e+00 1
#> 13 1 -1 1 0 5.13 -6.572603e+00 1
#> 14 1 -1 1 0 1.20 4.046465e+00 2
#> 15 1 -1 1 0 0.82 4.986978e+00 2
#> 16 1 -1 1 0 0.72 2.050354e+00 2
#> 17 1 -1 1 0 1.02 3.065756e+00 2
#> 18 1 -1 1 0 2.41 6.657952e+00 2
#> 19 1 -1 1 0 1.69 8.710785e+00 2
#> 20 1 -1 1 0 0.50 5.451102e-01 1
#> 21 1 -1 1 0 1.50 -3.874255e+00 1
#> 22 1 -1 1 0 1.98 -6.286060e-01 1
#> 23 1 -1 -1 1 4.29 2.915281e+00 2
#> 24 1 -1 -1 1 0.83 -4.200213e+00 1
#> 25 1 -1 -1 1 1.50 3.893526e+00 2
#> 26 1 -1 1 0 5.41 3.468825e+00 2
#> 27 1 -1 1 0 1.07 3.179860e+00 2
#> 28 1 -1 1 0 0.43 9.072964e-01 2
#> 29 1 -1 1 0 1.18 -8.158964e+00 1
#> 30 1 -1 1 0 1.15 1.033250e+00 2
#> 31 1 -1 1 0 0.23 -8.029709e-01 1
#> 32 1 -1 1 0 0.77 1.008658e+00 2
#> 33 1 -1 1 0 5.89 -9.471522e-01 1
#> 34 1 -1 1 0 1.11 -1.651184e+00 1
#> 35 1 -1 -1 1 0.96 -2.576806e+00 1
#> 36 1 -1 -1 1 3.72 -5.152865e+00 1
#> 37 1 -1 -1 1 0.96 2.559440e+00 2
#> 38 1 -1 -1 1 1.48 1.677475e+00 2
#> 39 1 -1 -1 1 0.99 -3.123832e+00 1
#> 40 1 -1 1 0 2.45 2.456140e+00 2
#> 41 1 -1 -1 1 3.11 9.356765e-01 2
#> 42 1 -1 -1 1 1.28 9.630435e-01 2
#> 43 1 -1 -1 1 1.38 -1.659919e+00 1
#> 44 1 -1 1 0 0.24 7.422164e-01 1
#> 45 1 -1 -1 1 1.57 -2.493384e-02 1
#> 46 1 -1 1 0 0.82 5.015014e+00 2
#> 47 1 -1 1 0 1.18 -1.909807e+00 1
#> 48 1 -1 -1 1 4.00 4.241479e+00 2
#> 49 1 -1 -1 1 1.78 -1.282740e+00 1
#> 50 1 -1 -1 1 4.15 -5.677439e-01 1
#> 51 1 -1 1 0 0.83 5.592282e+00 2
#> 52 1 -1 -1 1 2.00 -4.698985e+00 1
#> 53 1 -1 1 0 6.08 1.479402e-01 1
#> 54 1 -1 -1 1 1.10 -4.534363e+00 1
#> 55 1 -1 1 0 1.05 -1.009678e+00 1
#> 56 1 -1 -1 1 0.65 5.595040e+00 2
#> 57 1 -1 -1 1 0.87 2.004235e-01 1
#> 58 1 -1 -1 1 1.38 -1.863132e+00 1
#> 59 1 -1 -1 1 2.02 -3.239322e+00 1
#> 60 1 -1 -1 1 0.44 -1.099964e+00 1
#> 61 1 -1 1 0 0.70 -3.677343e+00 1
#> 62 1 -1 1 0 0.71 1.988196e+00 2
#> 63 1 -1 1 0 1.52 3.801713e+00 2
#> 64 1 -1 -1 1 0.96 4.398968e+00 2
#> 65 1 -1 -1 1 0.69 2.261559e+00 2
#> 66 1 -1 -1 1 0.87 -2.890454e-01 1
#> 67 1 -1 -1 1 1.29 3.151356e+00 2
#> 68 1 -1 -1 1 0.79 -4.282240e-01 1
#> 69 1 -1 -1 1 1.07 6.275744e+00 2
#> 70 1 -1 -1 1 0.94 -7.267756e-01 1
#> 71 1 -1 -1 1 5.21 -1.964498e+00 1
#> 72 1 -1 1 0 1.19 2.813661e+00 2
#> 73 1 -1 1 0 0.67 -1.503640e+00 1
#> 74 1 -1 -1 1 1.64 -1.670578e+00 1
#> 75 1 -1 -1 1 0.88 1.955300e+00 2
#> 76 1 -1 -1 1 0.42 -2.917879e+00 1
#> 77 1 -1 -1 1 0.59 -3.090743e+00 1
#> 78 1 -1 1 0 1.70 1.035580e+00 2
#> 79 1 -1 -1 1 0.45 5.483680e+00 2
#> 80 1 -1 -1 1 3.43 4.953349e+00 2
#> 81 1 -1 1 0 0.70 1.760880e+00 2
#> 82 1 -1 1 0 1.35 2.790851e-01 1
#> 83 1 -1 -1 1 0.74 -3.532792e-01 1
#> 84 1 -1 1 0 1.54 2.998709e-01 1
#> 85 1 -1 1 0 4.65 4.451434e+00 2
#> 86 1 -1 -1 1 1.05 7.826652e+00 2
#> 87 1 -1 -1 1 0.47 -3.023331e+00 1
#> 88 1 -1 1 0 0.65 -2.570027e-02 1
#> 89 1 -1 1 0 0.54 2.329382e+00 2
#> 90 1 -1 1 0 0.56 -3.703330e+00 1
#> 91 1 -1 1 0 0.42 2.847945e+00 2
#> 92 1 -1 1 0 0.43 1.126844e+00 2
#> 93 1 -1 1 0 0.49 1.667123e+00 2
#> 94 1 -1 1 0 0.32 4.387893e+00 2
#> 95 1 -1 1 0 3.52 3.563685e+00 2
#> 96 1 -1 -1 1 2.59 4.224491e+00 2
#> 97 1 -1 1 0 0.38 1.338383e+00 2
#> 98 1 -1 -1 1 1.09 4.735170e+00 2
#> 99 1 -1 -1 1 7.17 -2.047740e+00 1
#> 100 1 -1 -1 1 0.42 1.439281e-01 1
#> 101 1 -1 -1 1 1.27 1.629141e+00 2
#> 102 1 -1 -1 1 0.76 2.425645e+00 2
#> 103 1 -1 -1 1 0.74 -8.518870e-01 1
#> 104 1 -1 1 0 1.79 -1.963567e+00 1
#> 105 1 -1 1 0 0.35 -1.540430e+00 1
#> 106 1 -1 1 0 2.60 -4.314455e+00 1
#> 107 1 -1 -1 1 3.09 -5.105832e-01 1
#> 108 1 -1 -1 1 0.29 -4.872528e+00 1
#> 109 1 -1 1 0 0.63 -1.879508e+00 1
#> 110 1 -1 -1 1 2.31 -5.561671e+00 1
#> 111 1 -1 -1 1 0.70 7.802603e-01 1
#> 112 1 -1 -1 1 1.56 1.426863e+00 2
#> 113 1 -1 -1 1 1.27 -2.600245e-01 1
#> 114 1 -1 1 0 2.41 9.975749e-01 2
#> 115 1 -1 1 0 1.28 1.624972e+00 2
#> 116 1 -1 -1 1 0.65 -3.374165e+00 1
#> 117 1 -1 -1 1 0.86 1.305038e+00 2
#> 118 1 -1 -1 1 1.03 5.688464e-02 1
#> 119 1 -1 -1 1 1.92 -5.274511e-01 1
#> 120 1 -1 1 0 0.52 7.146292e-01 1
#> 121 1 -1 -1 1 1.96 1.401371e+00 2
#> 122 1 -1 1 0 1.27 -1.710779e+00 1
#> 123 1 -1 1 0 3.42 -2.803800e+00 1
#> 124 1 -1 1 0 1.39 -1.701052e+00 1
#> 125 1 -1 -1 1 0.67 -1.862710e+00 1
#> 126 1 -1 1 0 1.33 -1.545333e+00 1
#> 127 1 -1 -1 1 2.16 1.280711e+00 2
#> 128 1 -1 -1 1 1.14 4.811100e-02 1
#> 129 1 -1 1 0 2.18 -3.778050e+00 1
#> 130 1 -1 1 0 2.43 5.005922e+00 2
#> 131 1 -1 -1 1 0.50 6.672406e-01 1
#> 132 1 -1 1 0 0.30 8.520016e+00 2
#> 133 1 -1 -1 1 0.61 -2.433328e+00 1
#> 134 1 -1 -1 1 0.43 2.793469e+00 2
#> 135 1 -1 1 0 0.83 -8.271735e-03 1
#> 136 1 -1 1 0 4.41 -7.632211e+00 1
#> 137 1 -1 -1 1 4.91 2.620863e+00 2
#> 138 1 -1 1 0 1.85 3.446822e+00 2
#> 139 1 -1 1 0 0.26 2.965813e+00 2
#> 140 1 -1 -1 1 1.35 -2.163715e+00 1
#> 141 1 -1 1 0 1.59 -3.305305e+00 1
#> 142 1 -1 -1 1 0.65 -1.534602e+00 1
#> 143 1 -1 -1 1 0.80 -2.883067e+00 1
#> 144 1 -1 -1 1 1.45 -3.080394e+00 1
#> 145 1 -1 -1 1 0.50 -4.371014e+00 1
#> 146 1 -1 1 0 1.80 -1.918771e+00 1
#> 147 1 -1 1 0 0.95 -2.972797e-01 1
#> 148 1 -1 1 0 0.82 -5.616728e-02 1
#> 149 1 -1 -1 1 1.90 -7.189862e-02 1
#> 150 1 -1 -1 1 0.76 2.941039e+00 2
#> 151 1 -1 -1 1 4.86 -1.496600e+00 1
#> 152 1 -1 -1 1 2.19 -5.812150e+00 1
#> 153 1 -1 -1 1 1.65 2.742767e+00 2
#> 154 1 -1 -1 1 3.11 -6.004322e+00 1
#> 155 1 -1 -1 1 1.12 1.600301e+00 2
#> 156 1 -1 -1 1 1.97 1.723992e+00 2
#> 157 1 -1 1 0 7.62 5.118134e+00 2
#> 158 1 -1 1 0 0.44 -1.988115e+00 1
#> 159 1 -1 -1 1 1.00 1.424548e+00 2
#> 160 1 -1 1 0 1.59 -3.618921e+00 1
#> 161 1 -1 1 0 0.50 2.814885e+00 2
#> 162 1 -1 -1 1 2.71 -1.106066e+00 1
#> 163 1 -1 1 0 1.06 -1.520248e+00 1
#> 164 1 -1 -1 1 1.55 3.238972e+00 2
#> 165 1 -1 -1 1 0.45 3.710667e+00 2
#> 166 1 -1 1 0 1.37 1.865575e+00 2
#> 167 1 -1 1 0 1.48 -1.809513e+00 1
#> 168 1 -1 1 0 0.20 2.324173e+00 2
#> 169 1 -1 -1 1 1.18 2.149817e+00 2
#> 170 1 -1 -1 1 1.91 -4.738166e-02 1
#> 171 1 -1 1 0 3.78 -7.679427e+00 1
#> 172 1 -1 -1 1 0.97 6.761908e+00 2
#> 173 1 -1 1 0 5.40 5.112030e-01 1
#> 174 1 -1 -1 1 1.39 -1.180237e+00 1
#> 175 1 -1 1 0 4.14 2.900259e+00 2
#> 176 1 -1 1 0 2.78 -3.980939e+00 1
#> 177 1 -1 1 0 0.55 -1.102099e-02 1
#> 178 1 -1 1 0 0.51 1.398274e+00 2
#> 179 1 -1 -1 1 0.82 -3.149408e+00 1
#> 180 1 -1 -1 1 0.72 1.997270e-01 1
#> 181 1 -1 -1 1 0.86 -9.566029e-01 1
#> 182 1 -1 -1 1 0.97 -1.266871e+00 1
#> 183 1 -1 1 0 6.45 -1.338120e+01 1
#> 184 1 -1 -1 1 1.40 5.434599e+00 2
#> 185 1 -1 -1 1 1.39 1.342579e+00 2
#> 186 1 -1 1 0 0.81 4.250668e+00 2
#> 187 1 -1 -1 1 1.22 -3.254097e+00 1
#> 188 1 -1 1 0 3.55 -9.820142e-01 1
#> 189 1 -1 1 0 2.27 4.133912e+00 2
#> 190 1 -1 -1 1 0.91 -3.622916e+00 1
#> 191 1 -1 1 0 0.70 8.760287e-01 2
#> 192 1 -1 1 0 0.32 1.608686e+00 2
#> 193 1 -1 -1 1 0.54 2.458700e+00 2
#> 194 1 -1 -1 1 0.51 1.932787e+00 2
#> 195 1 -1 1 0 1.78 -9.233009e-01 1
#> 196 1 -1 -1 1 1.37 -2.773260e+00 1
#> 197 1 -1 1 0 0.70 -1.820133e+00 1
#> 198 1 -1 -1 1 1.17 -1.476611e+00 1
#> 199 1 -1 -1 1 0.68 4.665158e+00 2
#> 200 1 -1 -1 1 1.01 -2.988398e+00 1
#> 201 1 -1 1 0 0.90 1.676380e+00 2
#> 202 1 -1 1 0 0.97 4.005619e+00 2
#> 203 1 -1 1 0 0.22 3.481791e+00 2
#> 204 1 -1 -1 1 1.09 -2.323112e+00 1
#> 205 1 -1 1 0 0.49 -1.174408e+00 1
#> 206 1 -1 -1 1 1.17 -1.384049e+00 1
#> 207 1 -1 -1 1 0.34 -1.379293e+00 1
#> 208 1 -1 1 0 0.82 3.470813e+00 2
#> 209 1 -1 -1 1 1.37 -2.086387e+00 1
#> 210 1 -1 -1 1 0.63 4.318611e+00 2
#> 211 1 -1 -1 1 0.70 1.067921e+00 2
#> 212 1 -1 -1 1 1.28 -3.074036e+00 1
#> 213 1 -1 -1 1 0.78 3.137623e+00 2
#> 214 1 -1 1 0 0.91 3.046438e+00 2
#> 215 1 -1 1 0 1.02 -2.964024e-01 1
#> 216 1 -1 -1 1 0.72 -7.958019e-01 1
#> 217 1 -1 -1 1 2.59 -6.420267e-01 1
#> 218 1 -1 1 0 0.89 -1.870051e+00 1
#> 219 1 -1 1 0 0.87 -2.510063e+00 1
#> 220 1 -1 1 0 0.62 1.345767e+00 2
#> 221 1 -1 1 0 0.83 -1.057548e+00 1
#> 222 1 -1 -1 1 2.38 -7.169785e-02 1
#> 223 1 -1 -1 1 0.31 6.286942e+00 2
#> 224 1 -1 -1 1 1.22 -1.714197e+00 1
#> 225 1 -1 -1 1 4.85 5.114503e+00 2
#> 226 1 -1 1 0 1.50 2.433394e+00 2
#> 227 1 -1 -1 1 1.27 4.831804e+00 2
#> 228 1 -1 -1 1 0.80 1.582478e+00 2
#> 229 1 -1 -1 1 0.35 1.523153e+00 2
#> 230 1 -1 -1 1 0.74 -3.810238e+00 1
#> 231 1 -1 -1 1 2.08 -1.312080e+00 1
#> 232 1 -1 1 0 2.46 2.664461e+00 2
#> 233 1 -1 -1 1 1.07 -1.019901e+00 1
#> 234 1 -1 -1 1 0.70 9.963396e-01 2
#> 235 1 -1 -1 1 1.78 -1.816877e+00 1
#> 236 1 -1 1 0 0.42 1.961336e-01 1
#> 237 1 -1 -1 1 1.64 4.073795e+00 2
#> 238 1 -1 1 0 0.36 -9.475445e-01 1
#> 239 1 -1 -1 1 0.45 -5.105767e-01 1
#> 240 1 -1 -1 1 1.17 -2.018808e+00 1
#> 241 1 -1 -1 1 5.21 2.251714e+00 2
#> 242 1 -1 1 0 0.72 5.703320e+00 2
#> 243 1 -1 1 0 2.26 5.177280e+00 2
#> 244 1 -1 1 0 0.71 2.737236e+00 2
#> 245 1 -1 -1 1 2.01 2.629500e+00 2
#> 246 1 -1 -1 1 1.70 -6.170795e+00 1
#> 247 1 -1 1 0 0.98 4.782346e+00 2
#> 248 1 -1 1 0 0.82 -2.019301e+00 1
#> 249 1 -1 1 0 1.29 2.152955e+00 2
#> 250 1 -1 -1 1 0.75 -3.823258e+00 1
#> 251 1 -1 1 0 0.32 -3.342883e-01 1
#> 252 1 -1 -1 1 0.70 1.268635e+00 2
#> 253 1 -1 1 0 0.57 1.605831e+00 2
#> 254 1 -1 1 0 0.56 2.763898e-01 1
#> 255 1 -1 -1 1 1.65 1.446513e+00 2
#> 256 1 -1 -1 1 0.67 -6.376351e-01 1
#> 257 1 -1 -1 1 6.17 -3.139311e+00 1
#> 258 1 -1 -1 1 0.93 -6.668841e+00 1
#> 259 1 -1 1 0 0.52 8.332152e-01 2
#> 260 1 -1 -1 1 1.25 1.101846e+00 2
#> 261 1 -1 -1 1 1.84 1.650463e-01 1
#> 262 1 -1 1 0 1.34 4.722509e+00 2
#> 263 1 -1 -1 1 1.71 -7.297722e+00 1
#> 264 1 -1 1 0 1.10 -2.699546e+00 1
#> 265 1 -1 1 0 0.47 -7.622741e-02 1
#> 266 1 -1 1 0 0.72 1.933208e+00 2
#> 267 1 -1 -1 1 0.75 -2.081068e+00 1
#> 268 1 -1 1 0 0.38 -1.214430e+00 1
#> 269 1 -1 -1 1 1.38 -2.210437e+00 1
#> 270 1 -1 1 0 2.04 2.843406e+00 2
#> 271 1 -1 1 0 0.36 4.249517e+00 2
#> 272 1 -1 1 0 0.40 2.945732e+00 2
#> 273 1 -1 1 0 2.21 -4.296004e+00 1
#> 274 1 -1 1 0 5.54 2.779637e+00 2
#> 275 1 -1 -1 1 1.46 -2.516410e+00 1
#> 276 1 -1 1 0 1.72 -1.492689e-01 1
#> 277 1 -1 1 0 1.38 -3.741286e+00 1
#> 278 1 -1 -1 1 2.28 4.639212e+00 2
#> 279 1 -1 1 0 0.99 5.652814e-01 1
#> 280 1 -1 1 0 0.96 -2.690159e+00 1
#> 281 1 -1 1 0 1.74 2.070480e-02 1
#> 282 1 -1 1 0 0.74 4.590424e+00 2
#> 283 1 -1 1 0 3.12 7.479384e+00 2
#> 284 1 -1 -1 1 0.46 -1.660892e+00 1
#> 285 1 -1 1 0 0.49 5.319352e-01 1
#> 286 1 -1 -1 1 1.91 3.033371e-01 1
#> 287 1 -1 -1 1 2.05 3.782720e+00 2
#> 288 1 -1 1 0 1.06 -1.617487e+00 1
#> 289 1 -1 1 0 0.81 7.561144e-01 1
#> 290 1 -1 -1 1 0.96 5.214444e+00 2
#> 291 1 -1 -1 1 1.42 6.497980e+00 2
#> 292 1 -1 -1 1 1.72 -1.801383e+00 1
#> 293 1 -1 1 0 0.64 1.452206e+00 2
#> 294 1 -1 1 0 0.73 -4.676101e+00 1
#> 295 1 -1 1 0 1.73 4.084909e-01 1
#> 296 1 -1 1 0 1.62 -2.034706e+00 1
#> 297 1 -1 1 0 1.34 -4.073761e+00 1
#> 298 1 -1 -1 1 1.16 -2.874919e+00 1
#> 299 1 -1 -1 1 1.57 8.283357e+00 2
#> 300 1 -1 -1 1 1.62 -1.448048e+00 1
#> 301 1 -1 1 0 3.14 -6.871908e+00 1
#> 302 1 -1 -1 1 1.52 -3.692289e-02 1
#> 303 1 -1 1 0 1.53 -5.066039e+00 1
#> 304 1 -1 1 0 1.74 1.897156e+00 2
#> 305 1 -1 -1 1 2.33 4.938634e-01 1
#> 306 1 -1 1 0 2.75 -1.814681e+00 1
#> 307 1 -1 1 0 0.64 9.355129e-01 2
#> 308 1 -1 1 0 0.37 -2.146064e+00 1
#> 309 1 -1 1 0 0.44 4.031370e+00 2
#> 310 1 -1 -1 1 1.15 2.124948e+00 2
#> 311 1 -1 1 0 4.66 5.351267e+00 2
#> 312 1 -1 -1 1 0.39 3.606458e+00 2
#> 313 1 -1 -1 1 0.59 3.572963e-01 1
#> 314 1 -1 -1 1 3.66 -6.909234e+00 1
#> 315 1 -1 1 0 0.89 -6.608656e-01 1
#> 316 1 -1 -1 1 1.10 -1.340968e+00 1
#> 317 1 -1 -1 1 0.79 -3.617053e+00 1
#> 318 1 -1 -1 1 0.62 9.874955e-02 1
#> 319 1 -1 1 0 2.16 -2.239027e+00 1
#> 320 1 -1 1 0 4.16 3.836073e+00 2
#> 321 1 -1 -1 1 1.12 -3.836506e+00 1
#> 322 1 -1 -1 1 0.88 4.748972e+00 2
#> 323 1 -1 -1 1 1.85 -4.757446e+00 1
#> 324 1 -1 1 0 0.53 1.001737e+00 2
#> 325 1 -1 1 0 1.03 3.097325e+00 2
#> 326 1 -1 -1 1 4.01 3.519510e+00 2
#> 327 1 -1 1 0 0.66 -8.896043e-01 1
#> 328 1 -1 -1 1 0.78 3.933492e+00 2
#> 329 1 -1 -1 1 3.76 3.889500e+00 2
#> 330 1 -1 -1 1 0.87 3.336364e+00 2
#> 331 1 -1 1 0 0.46 4.311409e+00 2
#> 332 1 -1 -1 1 1.03 7.727704e+00 2
#> 333 1 -1 1 0 0.74 -9.616451e-01 1
#> 334 1 -1 -1 1 3.70 -1.002715e+01 1
#> 335 1 -1 1 0 1.57 -3.638559e+00 1
#> 336 1 -1 1 0 1.61 -5.166900e+00 1
#> 337 1 -1 -1 1 1.79 1.433757e+00 2
#> 338 1 -1 1 0 0.62 3.487246e+00 2
#> 339 1 -1 -1 1 2.00 3.153031e+00 2
#> 340 1 -1 -1 1 0.60 3.556431e-01 1
#> 341 1 -1 -1 1 1.19 1.150351e+00 2
#> 342 1 -1 -1 1 0.44 -2.258569e-01 1
#> 343 1 -1 -1 1 0.86 -1.664260e+00 1
#> 344 1 -1 -1 1 1.97 -1.393923e+00 1
#> 345 1 -1 1 0 2.23 4.346172e-04 1
#> 346 1 -1 -1 1 2.30 2.949783e+00 2
#> 347 1 -1 -1 1 1.58 4.548580e+00 2
#> 348 1 -1 1 0 0.24 -2.645188e+00 1
#> 349 1 -1 -1 1 0.51 -4.118537e+00 1
#> 350 1 -1 1 0 2.29 2.669104e+00 2
#> 351 1 -1 -1 1 1.53 -6.167218e-01 1
#> 352 1 -1 -1 1 1.59 9.347568e-01 2
#> 353 1 -1 -1 1 2.46 -7.330335e+00 1
#> 354 1 -1 1 0 1.06 -7.495336e-01 1
#> 355 1 -1 -1 1 1.36 2.582293e+00 2
#> 356 1 -1 1 0 0.57 7.841651e-01 1
#> 357 1 -1 1 0 1.88 5.359628e+00 2
#> 358 1 -1 -1 1 7.69 6.001507e+00 2
#> 359 1 -1 -1 1 1.78 4.990358e+00 2
#> 360 1 -1 1 0 0.93 4.783174e+00 2
#> 361 1 -1 -1 1 2.34 -2.116748e+00 1
#> 362 1 -1 -1 1 1.01 -3.148801e+00 1
#> 363 1 -1 -1 1 0.99 3.751689e+00 2
#> 364 1 -1 1 0 0.22 -4.020387e+00 1
#> 365 1 -1 1 0 0.71 2.306100e+00 2
#> 366 1 -1 1 0 1.21 3.137803e-01 1
#> 367 1 -1 -1 1 0.87 3.784824e+00 2
#> 368 1 -1 1 0 0.51 1.466567e-01 1
#> 369 1 -1 -1 1 1.23 -7.592236e-01 1
#> 370 1 -1 -1 1 7.17 9.412375e+00 2
#> 371 1 -1 -1 1 2.92 4.082375e+00 2
#> 372 1 -1 1 0 0.66 1.371719e+00 2
#> 373 1 -1 -1 1 0.74 8.018712e-01 2
#> 374 1 -1 1 0 0.60 1.175840e+00 2
#> 375 1 -1 1 0 2.93 8.785865e-01 2
#> 376 1 -1 -1 1 0.71 2.670936e+00 2
#> 377 1 -1 -1 1 2.59 1.037416e+01 2
#> 378 1 -1 1 0 0.95 -9.425174e-01 1
#> 379 1 -1 -1 1 1.68 7.380676e+00 2
#> 380 1 -1 1 0 0.46 -5.350794e+00 1
#> 381 1 -1 1 0 1.72 1.199466e+00 2
#> 382 1 -1 1 0 2.95 4.743786e+00 2
#> 383 1 -1 -1 1 2.92 -1.084926e+00 1
#> 384 1 -1 1 0 0.47 -3.939635e+00 1
#> 385 1 -1 -1 1 1.88 -6.230387e+00 1
#> 386 1 -1 1 0 0.31 -1.307409e+00 1
#> 387 1 -1 -1 1 5.22 -8.269300e+00 1
#> 388 1 -1 -1 1 0.76 -2.533537e+00 1
#> 389 1 -1 -1 1 1.26 4.791032e+00 2
#> 390 1 -1 1 0 0.92 4.512025e+00 2
#> 391 1 -1 1 0 2.18 3.400018e+00 2
#> 392 1 -1 -1 1 0.51 4.221383e+00 2
#> 393 1 -1 -1 1 0.71 6.389800e+00 2
#> 394 1 -1 -1 1 0.75 -1.100362e-01 1
#> 395 1 -1 1 0 0.39 4.018845e+00 2
#> 396 1 -1 1 0 2.08 -2.033935e+00 1
#> 397 1 -1 -1 1 0.52 -3.880903e-01 1
#> 398 1 -1 -1 1 0.40 -7.289916e-01 1
#> 399 1 -1 -1 1 1.16 2.717844e+00 2
#> 400 1 -1 -1 1 1.12 1.044271e+00 2
#> 401 2 -1 -1 1 1.04 7.066734e-01 1
#> 402 2 -1 -1 1 0.46 4.017380e+00 2
#> 403 2 -1 -1 1 1.45 2.924980e+00 2
#> 404 2 -1 -1 1 0.69 4.226195e+00 2
#> 405 2 -1 -1 1 0.97 5.064193e+00 2
#> 406 2 -1 -1 1 0.78 9.920855e+00 2
#> 407 2 -1 -1 1 2.25 6.614620e+00 2
#> 408 2 -1 1 0 1.46 -1.952860e-01 1
#> 409 2 -1 -1 1 1.14 4.162008e+00 2
#> 410 2 -1 -1 1 3.17 -8.018623e-01 1
#> 411 2 -1 -1 1 0.50 3.892529e+00 2
#> 412 2 -1 -1 1 1.02 1.866884e+00 2
#> 413 2 -1 -1 1 1.00 1.532740e+00 2
#> 414 2 -1 -1 1 0.94 3.887637e+00 2
#> 415 2 -1 -1 1 1.48 -6.518161e-01 1
#> 416 2 -1 -1 1 0.75 6.121470e+00 2
#> 417 2 -1 -1 1 3.73 2.570336e+00 2
#> 418 2 -1 -1 1 1.46 8.966314e+00 2
#> 419 2 -1 -1 1 1.27 8.337954e+00 2
#> 420 2 -1 -1 1 0.66 5.644344e+00 2
#> 421 2 -1 -1 1 1.29 4.429768e+00 2
#> 422 2 -1 1 0 1.12 1.204213e+00 2
#> 423 2 -1 -1 1 0.49 2.932653e+00 2
#> 424 2 -1 -1 1 0.45 4.076154e+00 2
#> 425 2 -1 -1 1 0.35 2.100047e+00 2
#> 426 2 -1 -1 1 0.34 2.742634e+00 2
#> 427 2 -1 -1 1 0.82 3.493662e-01 1
#> 428 2 -1 -1 1 0.40 6.104796e+00 2
#> 429 2 -1 -1 1 0.93 3.700450e+00 2
#> 430 2 -1 -1 1 1.16 2.251232e+00 2
#> 431 2 -1 -1 1 1.53 5.208300e+00 2
#> 432 2 -1 1 0 0.80 7.954216e+00 2
#> 433 2 -1 1 0 0.32 5.907736e+00 2
#> 434 2 -1 -1 1 0.81 6.965711e+00 2
#> 435 2 -1 -1 1 0.25 3.073478e+00 2
#> 436 2 -1 -1 1 1.26 -1.820897e-01 1
#> 437 2 -1 -1 1 1.29 4.920287e+00 2
#> 438 2 -1 -1 1 1.14 6.161350e+00 2
#> 439 2 -1 -1 1 0.43 4.703624e+00 2
#> 440 2 -1 -1 1 3.19 1.404356e+01 2
#> 441 2 -1 -1 1 0.64 6.580058e+00 2
#> 442 2 -1 -1 1 1.46 2.347655e+00 2
#> 443 2 -1 -1 1 0.75 5.068934e+00 2
#> 444 2 -1 -1 1 1.34 4.846607e+00 2
#> 445 2 -1 -1 1 0.92 4.861550e+00 2
#> 446 2 -1 -1 1 0.47 4.871613e-01 1
#> 447 2 -1 -1 1 2.42 1.412318e+00 2
#> 448 2 -1 -1 1 1.15 3.070061e+00 2
#> 449 2 -1 -1 1 1.51 1.078747e+01 2
#> 450 2 -1 -1 1 0.50 4.049036e+00 2
#> 451 2 -1 -1 1 1.35 6.768606e+00 2
#> 452 2 -1 -1 1 0.72 9.619429e-01 2
#> 453 2 -1 -1 1 0.48 3.374222e+00 2
#> 454 2 -1 -1 1 0.59 9.591193e+00 2
#> 455 2 -1 1 0 1.20 1.214036e+01 2
#> 456 2 -1 -1 1 0.98 8.304577e+00 2
#> 457 2 -1 -1 1 1.31 -2.224725e+00 1
#> 458 2 -1 -1 1 0.59 1.927947e+00 2
#> 459 2 -1 -1 1 1.38 1.498582e+00 2
#> 460 2 -1 1 0 2.11 4.827387e+00 2
#> 461 2 -1 -1 1 0.68 4.904052e+00 2
#> 462 2 -1 -1 1 1.41 -2.514912e+00 1
#> 463 2 -1 -1 1 1.27 9.719244e+00 2
#> 464 2 -1 -1 1 1.06 2.765847e-01 1
#> 465 2 -1 -1 1 1.06 2.993275e+00 2
#> 466 2 -1 1 0 1.55 2.847458e+00 2
#> 467 2 -1 1 0 1.18 3.969560e+00 2
#> 468 2 -1 -1 1 0.60 5.564007e+00 2
#> 469 2 -1 -1 1 1.68 5.110643e+00 2
#> 470 2 -1 -1 1 0.41 2.815992e+00 2
#> 471 2 -1 -1 1 0.63 1.446681e+00 2
#> 472 2 -1 -1 1 0.93 3.241758e+00 2
#> 473 2 -1 -1 1 0.72 4.103456e+00 2
#> 474 2 -1 1 0 0.27 3.807002e+00 2
#> 475 2 -1 -1 1 0.65 4.202192e+00 2
#> 476 2 -1 -1 1 1.76 5.682468e+00 2
#> 477 2 -1 -1 1 1.39 5.919082e+00 2
#> 478 2 -1 -1 1 0.57 6.390906e+00 2
#> 479 2 -1 -1 1 0.89 6.309465e+00 2
#> 480 2 -1 1 0 3.58 5.994470e+00 2
#> 481 2 -1 -1 1 1.41 6.598153e+00 2
#> 482 2 -1 -1 1 0.46 2.529652e+00 2
#> 483 2 -1 -1 1 0.83 4.603355e+00 2
#> 484 2 -1 -1 1 1.41 9.000997e-02 1
#> 485 2 -1 -1 1 2.13 2.324931e+00 2
#> 486 2 -1 1 0 0.41 1.560819e+00 2
#> 487 2 -1 -1 1 0.74 4.031210e+00 2
#> 488 2 -1 -1 1 1.04 6.754119e+00 2
#> 489 2 -1 1 0 0.78 4.123048e+00 2
#> 490 2 -1 -1 1 0.48 6.627793e+00 2
#> 491 2 -1 1 0 0.86 4.936435e+00 2
#> 492 2 -1 -1 1 1.40 2.019003e+00 2
#> 493 2 -1 -1 1 0.62 5.291220e+00 2
#> 494 2 -1 1 0 0.66 2.253054e+00 2
#> 495 2 -1 1 0 1.25 1.018046e+01 2
#> 496 2 -1 -1 1 0.36 5.235930e+00 2
#> 497 2 -1 1 0 0.59 7.506928e+00 2
#> 498 2 -1 -1 1 0.99 6.657132e+00 2
#> 499 2 -1 -1 1 0.35 2.858599e+00 2
#> 500 2 -1 -1 1 0.93 6.968871e+00 2
#> 501 2 -1 -1 1 0.49 2.320807e+00 2
#> 502 2 -1 -1 1 1.42 3.933659e+00 2
#> 503 2 -1 -1 1 2.40 4.976024e+00 2
#> 504 2 -1 -1 1 1.19 4.086546e+00 2
#> 505 2 -1 -1 1 1.04 -2.715769e+00 1
#> 506 2 -1 -1 1 0.19 2.423481e+00 2
#> 507 2 -1 1 0 0.35 6.237561e+00 2
#> 508 2 -1 1 0 2.56 4.411350e+00 2
#> 509 2 -1 -1 1 1.28 6.860503e-01 1
#> 510 2 -1 -1 1 0.81 3.485494e+00 2
#> 511 2 -1 -1 1 1.77 8.412305e+00 2
#> 512 2 -1 -1 1 0.66 8.565666e+00 2
#> 513 2 -1 -1 1 0.81 3.711942e+00 2
#> 514 2 -1 -1 1 1.32 5.640235e+00 2
#> 515 2 -1 -1 1 0.83 3.746414e+00 2
#> 516 2 -1 -1 1 1.41 1.009963e+01 2
#> 517 2 -1 -1 1 1.32 6.549388e+00 2
#> 518 2 -1 -1 1 1.46 7.827607e+00 2
#> 519 2 -1 -1 1 0.37 1.735989e+00 2
#> 520 2 -1 -1 1 0.34 7.177291e+00 2
#> 521 2 -1 -1 1 0.90 2.747604e+00 2
#> 522 2 -1 1 0 2.69 -1.576138e+00 1
#> 523 2 -1 -1 1 0.77 3.195525e+00 2
#> 524 2 -1 -1 1 0.64 2.428383e+00 2
#> 525 2 -1 1 0 0.44 3.813960e-02 1
#> 526 2 -1 1 0 1.11 4.152442e+00 2
#> 527 2 -1 -1 1 0.68 5.089192e+00 2
#> 528 2 -1 -1 1 1.35 5.622528e+00 2
#> 529 2 -1 1 0 1.40 8.052720e+00 2
#> 530 2 -1 -1 1 1.23 5.723941e+00 2
#> 531 2 -1 1 0 6.30 -1.034169e+00 1
#> 532 2 -1 -1 1 0.32 7.013194e+00 2
#> 533 2 -1 1 0 1.41 2.159780e-01 1
#> 534 2 -1 -1 1 3.11 9.739890e+00 2
#> 535 2 -1 -1 1 2.45 1.313562e+00 2
#> 536 2 -1 1 0 2.00 4.940185e+00 2
#> 537 2 -1 -1 1 1.56 4.181021e+00 2
#> 538 2 -1 -1 1 1.43 7.453492e+00 2
#> 539 2 -1 -1 1 1.46 6.136229e+00 2
#> 540 2 -1 -1 1 0.61 -2.026837e+00 1
#> 541 2 -1 -1 1 0.40 1.663384e+00 2
#> 542 2 -1 -1 1 2.13 1.155373e+01 2
#> 543 2 -1 -1 1 0.34 9.145948e+00 2
#> 544 2 -1 -1 1 0.48 2.805056e+00 2
#> 545 2 -1 -1 1 1.14 -1.349095e+00 1
#> 546 2 -1 -1 1 0.50 6.327998e+00 2
#> 547 2 -1 1 0 0.65 6.783611e-01 1
#> 548 2 -1 -1 1 1.39 2.767173e+00 2
#> 549 2 -1 -1 1 0.71 4.089823e+00 2
#> 550 2 -1 1 0 2.83 1.002618e+01 2
#> 551 2 -1 -1 1 1.70 7.479055e+00 2
#> 552 2 -1 -1 1 1.15 5.887665e+00 2
#> 553 2 -1 -1 1 1.18 2.755584e+00 2
#> 554 2 -1 -1 1 1.63 1.152148e+01 2
#> 555 2 -1 -1 1 1.15 5.864979e+00 2
#> 556 2 -1 -1 1 0.52 5.231116e+00 2
#> 557 2 -1 -1 1 1.41 6.397238e-01 1
#> 558 2 -1 -1 1 0.55 6.814863e+00 2
#> 559 2 -1 1 0 1.95 1.428975e+01 2
#> 560 2 -1 -1 1 0.54 1.519924e+00 2
#> 561 2 -1 -1 1 0.71 5.810084e+00 2
#> 562 2 -1 -1 1 1.18 8.016969e+00 2
#> 563 2 -1 -1 1 2.17 3.438224e+00 2
#> 564 2 -1 -1 1 1.91 -2.799044e-01 1
#> 565 2 -1 1 0 1.32 6.587643e-01 1
#> 566 2 -1 1 0 0.48 1.892816e+00 2
#> 567 2 -1 -1 1 0.90 2.404895e+00 2
#> 568 2 -1 -1 1 0.84 6.089422e+00 2
#> 569 2 -1 -1 1 0.65 6.511434e+00 2
#> 570 2 -1 -1 1 2.58 6.876367e+00 2
#> 571 2 -1 -1 1 1.30 5.980446e+00 2
#> 572 2 -1 -1 1 0.75 3.830393e+00 2
#> 573 2 -1 -1 1 3.46 4.914769e+00 2
#> 574 2 -1 1 0 0.80 2.468161e+00 2
#> 575 2 -1 -1 1 2.57 5.428221e+00 2
#> 576 2 -1 -1 1 0.55 9.008903e-02 1
#> 577 2 -1 -1 1 1.35 5.716852e+00 2
#> 578 2 -1 1 0 5.19 7.569930e-01 1
#> 579 2 -1 1 0 1.41 2.610145e+00 2
#> 580 2 -1 -1 1 0.70 4.639237e+00 2
#> 581 2 -1 -1 1 1.02 8.859867e+00 2
#> 582 2 -1 1 0 1.95 8.145162e+00 2
#> 583 2 -1 -1 1 1.05 3.517407e+00 2
#> 584 2 -1 -1 1 0.55 2.936318e+00 2
#> 585 2 -1 -1 1 0.33 6.775071e+00 2
#> 586 2 -1 -1 1 1.40 9.547412e+00 2
#> 587 2 -1 -1 1 0.86 5.213254e+00 2
#> 588 2 -1 -1 1 0.50 2.877834e+00 2
#> 589 2 -1 -1 1 1.80 3.921399e+00 2
#> 590 2 -1 1 0 0.36 9.457793e-01 2
#> 591 2 -1 1 0 2.61 -2.041429e-02 1
#> 592 2 -1 -1 1 0.60 -2.687734e-01 1
#> 593 2 -1 -1 1 1.06 6.324701e+00 2
#> 594 2 -1 -1 1 0.94 7.155727e+00 2
#> 595 2 -1 -1 1 1.10 8.729392e+00 2
#> 596 2 -1 -1 1 0.38 2.687712e+00 2
#> 597 2 -1 1 0 1.48 1.125675e+01 2
#> 598 2 -1 1 0 1.50 6.916481e+00 2
#> 599 2 -1 1 0 0.61 5.590293e+00 2
#> 600 2 -1 -1 1 0.89 4.247971e+00 2
#> 601 2 -1 1 0 0.53 2.265660e-01 1
#> 602 2 -1 -1 1 0.79 6.902379e+00 2
#> 603 2 -1 -1 1 1.05 3.842874e+00 2
#> 604 2 -1 -1 1 1.22 1.383947e+00 2
#> 605 2 -1 -1 1 0.43 5.292545e+00 2
#> 606 2 -1 -1 1 1.13 1.096024e+00 2
#> 607 2 -1 -1 1 2.37 6.954810e+00 2
#> 608 2 -1 1 0 0.48 6.386566e+00 2
#> 609 2 -1 -1 1 0.33 8.624167e+00 2
#> 610 2 -1 -1 1 0.72 2.771053e+00 2
#> 611 2 -1 1 0 0.77 2.800588e+00 2
#> 612 2 -1 -1 1 2.31 1.624857e+00 2
#> 613 2 -1 -1 1 1.22 -2.177856e-01 1
#> 614 2 -1 -1 1 1.57 2.885788e+00 2
#> 615 2 -1 1 0 1.13 1.017956e+01 2
#> 616 2 -1 -1 1 3.16 5.861310e+00 2
#> 617 2 -1 -1 1 1.23 8.201144e+00 2
#> 618 2 -1 -1 1 0.30 2.455621e+00 2
#> 619 2 -1 1 0 0.38 3.563692e+00 2
#> 620 2 -1 -1 1 2.85 5.800849e+00 2
#> 621 2 -1 -1 1 0.74 4.850164e-01 1
#> 622 2 -1 -1 1 0.70 2.340577e+00 2
#> 623 2 -1 1 0 0.98 -3.727174e+00 1
#> 624 2 -1 -1 1 0.86 8.365977e-01 2
#> 625 2 -1 -1 1 0.63 5.427688e+00 2
#> 626 2 -1 -1 1 0.77 3.927202e+00 2
#> 627 2 -1 -1 1 2.89 3.051589e+00 2
#> 628 2 -1 -1 1 0.43 9.926575e-01 2
#> 629 2 -1 -1 1 5.15 1.420772e+01 2
#> 630 2 -1 -1 1 0.82 4.452956e+00 2
#> 631 2 -1 1 0 1.19 1.076229e+00 2
#> 632 2 -1 -1 1 1.10 4.356528e+00 2
#> 633 2 -1 -1 1 1.18 9.090863e+00 2
#> 634 2 -1 -1 1 1.51 4.829773e+00 2
#> 635 2 -1 -1 1 0.47 5.452029e+00 2
#> 636 2 -1 -1 1 0.65 8.662734e+00 2
#> 637 2 -1 -1 1 0.68 5.984176e-01 1
#> 638 2 -1 -1 1 0.75 5.478627e+00 2
#> 639 2 -1 -1 1 1.07 -5.193400e-02 1
#> 640 2 -1 -1 1 2.01 3.350193e-01 1
#> 641 2 -1 -1 1 6.89 3.477716e+00 2
#> 642 2 -1 -1 1 0.94 3.630774e+00 2
#> 643 2 -1 -1 1 0.79 8.113305e+00 2
#> 644 2 -1 -1 1 0.75 7.050397e+00 2
#> 645 2 -1 -1 1 1.14 -9.264319e-01 1
#> 646 2 -1 -1 1 0.36 4.381782e+00 2
#> 647 2 -1 -1 1 0.93 7.735002e-01 1
#> 648 2 -1 -1 1 0.59 4.855248e+00 2
#> 649 2 -1 1 0 0.75 4.087789e+00 2
#> 650 2 -1 -1 1 2.36 2.741856e+00 2
#> 651 2 -1 -1 1 1.67 3.433339e+00 2
#> 652 2 -1 -1 1 0.72 2.695273e-02 1
#> 653 2 -1 -1 1 1.66 -2.519194e+00 1
#> 654 2 -1 -1 1 1.22 2.384788e+00 2
#> 655 2 -1 -1 1 0.76 8.828006e+00 2
#> 656 2 -1 -1 1 0.93 6.674467e+00 2
#> 657 2 -1 1 0 0.26 2.065685e+00 2
#> 658 2 -1 -1 1 0.69 2.011429e+00 2
#> 659 2 -1 -1 1 0.50 7.208974e+00 2
#> 660 2 -1 -1 1 3.73 -1.027576e+00 1
#> 661 2 -1 -1 1 0.76 -2.111824e+00 1
#> 662 2 -1 1 0 0.42 3.324613e+00 2
#> 663 2 -1 -1 1 0.51 6.982800e+00 2
#> 664 2 -1 -1 1 0.81 5.218862e+00 2
#> 665 2 -1 -1 1 0.62 7.807409e+00 2
#> 666 2 -1 -1 1 0.56 1.120866e+00 2
#> 667 2 -1 -1 1 0.84 3.237781e+00 2
#> 668 2 -1 -1 1 0.84 9.218596e-01 2
#> 669 2 -1 1 0 0.89 3.098367e-01 1
#> 670 2 -1 1 0 1.57 3.270707e+00 2
#> 671 2 -1 -1 1 0.69 -1.401055e+00 1
#> 672 2 -1 -1 1 0.77 3.111451e+00 2
#> 673 2 -1 1 0 2.22 9.831497e+00 2
#> 674 2 -1 -1 1 1.04 5.361972e+00 2
#> 675 2 -1 1 0 0.71 3.633845e+00 2
#> 676 2 -1 -1 1 0.52 3.754709e+00 2
#> 677 2 -1 -1 1 2.10 1.474092e+00 2
#> 678 2 -1 -1 1 4.01 6.067948e+00 2
#> 679 2 -1 -1 1 0.63 4.670011e-01 1
#> 680 2 -1 -1 1 1.76 8.100351e+00 2
#> 681 2 -1 -1 1 0.64 5.858769e+00 2
#> 682 2 -1 -1 1 1.16 4.921607e+00 2
#> 683 2 -1 -1 1 3.71 -4.116417e+00 1
#> 684 2 -1 1 0 0.41 4.087738e+00 2
#> 685 2 -1 -1 1 3.45 2.826896e+00 2
#> 686 2 -1 1 0 4.63 6.430662e+00 2
#> 687 2 -1 -1 1 0.43 8.152139e+00 2
#> 688 2 -1 1 0 3.13 1.053746e+00 2
#> 689 2 -1 -1 1 0.45 2.464141e+00 2
#> 690 2 -1 1 0 0.41 -6.462131e-01 1
#> 691 2 -1 -1 1 0.99 4.468323e-01 1
#> 692 2 -1 -1 1 3.23 1.077040e+01 2
#> 693 2 -1 -1 1 0.30 4.110574e+00 2
#> 694 2 -1 -1 1 1.66 6.637405e+00 2
#> 695 2 -1 -1 1 2.03 1.136917e+00 2
#> 696 2 -1 1 0 0.36 -8.428331e-02 1
#> 697 2 -1 -1 1 3.24 2.300881e+00 2
#> 698 2 -1 -1 1 0.89 3.580435e+00 2
#> 699 2 -1 1 0 0.64 2.402880e+00 2
#> 700 2 -1 -1 1 0.65 4.793074e+00 2
#> 701 2 -1 -1 1 4.24 4.020378e+00 2
#> 702 2 -1 1 0 3.84 -1.210269e+00 1
#> 703 2 -1 -1 1 0.60 5.903453e+00 2
#> 704 2 -1 -1 1 0.33 1.349337e+00 2
#> 705 2 -1 -1 1 1.03 9.493512e-01 2
#> 706 2 -1 1 0 4.36 -2.637267e+00 1
#> 707 2 -1 1 0 1.57 4.806707e+00 2
#> 708 2 -1 -1 1 1.39 2.306575e+00 2
#> 709 2 -1 -1 1 0.76 5.877134e-01 1
#> 710 2 -1 -1 1 0.47 3.908946e+00 2
#> 711 2 -1 -1 1 1.36 3.579924e+00 2
#> 712 2 -1 1 0 0.96 2.678269e+00 2
#> 713 2 -1 -1 1 0.44 4.039021e+00 2
#> 714 2 -1 -1 1 4.41 1.138459e+01 2
#> 715 2 -1 -1 1 3.09 9.887428e+00 2
#> 716 2 -1 1 0 0.42 2.657923e+00 2
#> 717 2 -1 -1 1 0.42 1.439899e+00 2
#> 718 2 -1 -1 1 0.66 5.949514e-01 1
#> 719 2 -1 -1 1 0.59 2.723160e+00 2
#> 720 2 -1 -1 1 0.40 4.655446e+00 2
#> 721 2 -1 -1 1 1.07 8.067710e+00 2
#> 722 2 -1 -1 1 0.71 5.850955e+00 2
#> 723 2 -1 -1 1 0.98 -8.879336e-01 1
#> 724 2 -1 1 0 0.99 3.456990e+00 2
#> 725 2 -1 -1 1 1.08 6.764792e+00 2
#> 726 2 -1 1 0 0.60 4.485184e+00 2
#> 727 2 -1 -1 1 0.71 2.390633e+00 2
#> 728 2 -1 -1 1 1.55 4.863700e+00 2
#> 729 2 -1 -1 1 0.61 1.951123e+00 2
#> 730 2 -1 -1 1 0.40 7.182751e+00 2
#> 731 2 -1 -1 1 0.56 1.963706e+00 2
#> 732 2 -1 -1 1 0.96 2.915696e+00 2
#> 733 2 -1 -1 1 2.16 5.153476e+00 2
#> 734 2 -1 -1 1 0.75 -1.926040e-01 1
#> 735 2 -1 -1 1 1.16 3.022442e+00 2
#> 736 2 -1 -1 1 0.45 9.330715e-01 2
#> 737 2 -1 -1 1 0.68 5.934096e+00 2
#> 738 2 -1 1 0 2.82 5.363087e+00 2
#> 739 2 -1 -1 1 1.91 1.491460e+00 2
#> 740 2 -1 -1 1 4.11 1.482724e+01 2
#> 741 2 -1 1 0 0.64 4.310929e+00 2
#> 742 2 -1 -1 1 1.68 6.461475e+00 2
#> 743 2 -1 -1 1 0.80 3.409304e+00 2
#> 744 2 -1 1 0 1.40 3.392718e+00 2
#> 745 2 -1 -1 1 0.40 3.117858e+00 2
#> 746 2 -1 -1 1 0.63 4.673613e+00 2
#> 747 2 -1 -1 1 0.75 1.520986e+00 2
#> 748 2 -1 -1 1 0.68 3.721969e+00 2
#> 749 2 -1 -1 1 0.79 3.702553e+00 2
#> 750 2 -1 -1 1 1.06 7.924438e-01 1
#> 751 2 -1 1 0 1.18 8.914606e+00 2
#> 752 2 -1 1 0 0.74 6.586510e+00 2
#> 753 2 -1 -1 1 1.51 6.668706e+00 2
#> 754 2 -1 -1 1 1.17 3.499535e+00 2
#> 755 2 -1 1 0 1.14 3.459715e+00 2
#> 756 2 -1 -1 1 0.87 2.843253e+00 2
#> 757 2 -1 -1 1 0.41 6.303776e+00 2
#> 758 2 -1 -1 1 1.76 4.625596e+00 2
#> 759 2 -1 -1 1 1.41 8.057055e+00 2
#> 760 2 -1 -1 1 0.61 7.053828e+00 2
#> 761 2 -1 -1 1 1.29 8.329948e+00 2
#> 762 2 -1 -1 1 0.67 3.275072e+00 2
#> 763 2 -1 1 0 0.73 -6.835523e-01 1
#> 764 2 -1 -1 1 0.72 1.847959e+00 2
#> 765 2 -1 -1 1 2.59 8.712713e+00 2
#> 766 2 -1 -1 1 1.27 6.122197e+00 2
#> 767 2 -1 -1 1 1.04 3.745590e+00 2
#> 768 2 -1 1 0 4.08 -6.915118e-01 1
#> 769 2 -1 -1 1 0.43 3.882352e+00 2
#> 770 2 -1 -1 1 1.38 8.073787e+00 2
#> 771 2 -1 1 0 0.99 6.154893e+00 2
#> 772 2 -1 -1 1 0.30 4.497403e+00 2
#> 773 2 -1 -1 1 0.90 1.924473e+00 2
#> 774 2 -1 -1 1 0.73 -8.255314e-01 1
#> 775 2 -1 -1 1 0.67 -3.016011e+00 1
#> 776 2 -1 -1 1 0.72 3.075093e+00 2
#> 777 2 -1 -1 1 0.67 2.579605e+00 2
#> 778 2 -1 -1 1 0.89 1.319518e+00 2
#> 779 2 -1 -1 1 0.92 7.811747e+00 2
#> 780 2 -1 -1 1 0.45 5.463596e+00 2
#> 781 2 -1 1 0 0.92 2.192958e-01 1
#> 782 2 -1 -1 1 2.00 8.079575e+00 2
#> 783 2 -1 -1 1 0.44 1.636617e+00 2
#> 784 2 -1 -1 1 1.53 1.091187e+01 2
#> 785 2 -1 1 0 2.34 4.054112e+00 2
#> 786 2 -1 -1 1 1.03 6.564942e+00 2
#> 787 2 -1 1 0 2.18 5.149325e+00 2
#> 788 2 -1 -1 1 0.40 1.527452e-01 1
#> 789 2 -1 -1 1 0.57 -4.788478e-01 1
#> 790 2 -1 1 0 0.58 5.674423e+00 2
#> 791 2 -1 -1 1 0.48 5.190771e+00 2
#> 792 2 -1 -1 1 0.87 2.937108e+00 2
#> 793 2 -1 -1 1 0.63 1.827863e+00 2
#> 794 2 -1 1 0 0.80 3.082438e+00 2
#> 795 2 -1 -1 1 0.88 6.806897e+00 2
#> 796 2 -1 1 0 0.58 4.097040e+00 2
#> 797 2 -1 -1 1 2.43 1.177953e+00 2
#> 798 2 -1 1 0 1.20 3.026028e+00 2
#> 799 2 -1 -1 1 0.71 -3.853430e+00 1
#> 800 2 -1 -1 1 0.50 6.841687e+00 2
#> 801 1 1 1 1 0.25 3.766056e+00 2
#> 802 1 1 -1 0 2.07 -2.101725e+00 1
#> 803 1 1 1 1 0.72 7.659935e-02 1
#> 804 1 1 1 1 1.64 5.581841e+00 2
#> 805 1 1 -1 0 3.21 -7.638291e-01 1
#> 806 1 1 1 1 0.89 -5.505350e+00 1
#> 807 1 1 -1 0 0.65 8.046881e-01 2
#> 808 1 1 1 1 1.72 1.995418e+00 2
#> 809 1 1 -1 0 1.51 5.124934e+00 2
#> 810 1 1 1 1 2.12 2.602704e+00 2
#> 811 1 1 1 1 2.27 1.077085e-01 1
#> 812 1 1 1 1 1.56 -1.874034e+00 1
#> 813 1 1 -1 0 0.64 1.129288e+00 2
#> 814 1 1 1 1 2.78 -2.346294e+00 1
#> 815 1 1 1 1 1.82 2.117333e-01 1
#> 816 1 1 1 1 0.44 8.265898e-01 2
#> 817 1 1 -1 0 2.18 -1.147124e+00 1
#> 818 1 1 -1 0 1.40 4.266525e+00 2
#> 819 1 1 1 1 1.64 -2.141240e+00 1
#> 820 1 1 -1 0 1.07 -3.970098e+00 1
#> 821 1 1 1 1 0.31 -2.561083e-01 1
#> 822 1 1 1 1 4.26 6.771822e+00 2
#> 823 1 1 -1 0 1.12 -1.568372e+00 1
#> 824 1 1 1 1 1.68 -4.209122e-01 1
#> 825 1 1 1 1 2.69 5.936898e+00 2
#> 826 1 1 1 1 2.62 -4.172231e+00 1
#> 827 1 1 1 1 1.41 8.923322e-01 2
#> 828 1 1 1 1 0.95 -2.914558e+00 1
#> 829 1 1 1 1 2.58 9.853419e-01 2
#> 830 1 1 1 1 1.01 3.799539e+00 2
#> 831 1 1 1 1 0.51 -1.332056e+00 1
#> 832 1 1 1 1 0.24 -9.298699e-01 1
#> 833 1 1 1 1 0.69 1.022480e+00 2
#> 834 1 1 -1 0 1.23 -6.414178e+00 1
#> 835 1 1 1 1 0.94 2.033391e+00 2
#> 836 1 1 -1 0 1.83 4.730299e+00 2
#> 837 1 1 -1 0 2.57 -2.570038e+00 1
#> 838 1 1 -1 0 0.95 -7.147518e-01 1
#> 839 1 1 1 1 0.85 -2.161506e+00 1
#> 840 1 1 1 1 1.93 7.782561e-01 1
#> 841 1 1 1 1 2.22 -2.237721e+00 1
#> 842 1 1 -1 0 2.67 -3.004656e+00 1
#> 843 1 1 1 1 1.19 6.218389e-03 1
#> 844 1 1 -1 0 1.31 3.314640e+00 2
#> 845 1 1 -1 0 1.67 2.903218e+00 2
#> 846 1 1 1 1 3.77 7.197786e+00 2
#> 847 1 1 1 1 0.63 -5.638571e-01 1
#> 848 1 1 -1 0 3.89 1.753470e+00 2
#> 849 1 1 1 1 2.56 1.081018e+01 2
#> 850 1 1 1 1 4.19 -1.787562e+00 1
#> 851 1 1 1 1 0.77 6.132471e-01 1
#> 852 1 1 1 1 1.74 -4.870695e+00 1
#> 853 1 1 -1 0 2.50 -2.659301e+00 1
#> 854 1 1 1 1 1.14 3.668569e+00 2
#> 855 1 1 -1 0 3.43 -8.020843e+00 1
#> 856 1 1 -1 0 1.04 1.176399e+00 2
#> 857 1 1 1 1 3.42 -1.888353e+00 1
#> 858 1 1 1 1 0.59 -2.231711e+00 1
#> 859 1 1 -1 0 1.62 6.988580e+00 2
#> 860 1 1 1 1 3.38 5.774267e-01 1
#> 861 1 1 1 1 0.32 6.943934e-01 1
#> 862 1 1 -1 0 1.22 1.189098e+00 2
#> 863 1 1 -1 0 0.59 -3.403501e-01 1
#> 864 1 1 1 1 1.72 4.802920e+00 2
#> 865 1 1 1 1 2.30 2.855925e+00 2
#> 866 1 1 1 1 0.37 1.810167e+00 2
#> 867 1 1 -1 0 3.53 1.222465e+00 2
#> 868 1 1 -1 0 2.00 2.772964e+00 2
#> 869 1 1 1 1 1.25 -1.951377e+00 1
#> 870 1 1 1 1 0.53 -3.420423e+00 1
#> 871 1 1 1 1 0.70 1.649054e+00 2
#> 872 1 1 1 1 0.96 -2.188353e+00 1
#> 873 1 1 1 1 0.88 2.065786e+00 2
#> 874 1 1 -1 0 0.54 -1.460842e+00 1
#> 875 1 1 -1 0 0.50 1.390698e+00 2
#> 876 1 1 1 1 1.58 -4.823104e+00 1
#> 877 1 1 1 1 1.73 3.673653e+00 2
#> 878 1 1 -1 0 1.14 3.248574e+00 2
#> 879 1 1 1 1 1.18 3.238792e+00 2
#> 880 1 1 -1 0 0.91 -6.262715e+00 1
#> 881 1 1 1 1 1.39 -4.182629e+00 1
#> 882 1 1 1 1 1.94 9.918590e-01 2
#> 883 1 1 1 1 0.70 -1.794194e+00 1
#> 884 1 1 -1 0 0.68 9.151205e-01 2
#> 885 1 1 -1 0 2.03 5.131802e-01 1
#> 886 1 1 1 1 2.38 2.259763e-01 1
#> 887 1 1 -1 0 1.85 -2.527953e+00 1
#> 888 1 1 1 1 0.20 3.111564e+00 2
#> 889 1 1 -1 0 1.26 -2.385828e+00 1
#> 890 1 1 1 1 2.68 -2.362623e+00 1
#> 891 1 1 1 1 1.72 2.180954e+00 2
#> 892 1 1 -1 0 1.29 6.613010e+00 2
#> 893 1 1 1 1 1.06 1.634935e+00 2
#> 894 1 1 1 1 0.34 2.967109e+00 2
#> 895 1 1 -1 0 1.20 1.886327e+00 2
#> 896 1 1 1 1 2.50 -2.421304e-01 1
#> 897 1 1 -1 0 0.96 6.526295e+00 2
#> 898 1 1 1 1 1.09 8.048365e-01 2
#> 899 1 1 1 1 3.87 4.006243e+00 2
#> 900 1 1 1 1 1.04 -9.318015e+00 1
#> 901 1 1 1 1 0.93 1.939643e+00 2
#> 902 1 1 1 1 2.89 -2.274273e-01 1
#> 903 1 1 1 1 0.58 -7.771116e-01 1
#> 904 1 1 -1 0 1.50 3.095416e+00 2
#> 905 1 1 -1 0 1.43 3.907744e+00 2
#> 906 1 1 1 1 1.26 -2.210215e+00 1
#> 907 1 1 1 1 2.03 4.291710e+00 2
#> 908 1 1 1 1 0.35 -1.340266e+00 1
#> 909 1 1 1 1 0.36 -2.891400e+00 1
#> 910 1 1 1 1 0.58 -1.195271e+00 1
#> 911 1 1 1 1 1.20 -2.304560e+00 1
#> 912 1 1 1 1 0.79 -2.266401e+00 1
#> 913 1 1 -1 0 0.58 -2.460938e+00 1
#> 914 1 1 -1 0 1.46 5.822801e+00 2
#> 915 1 1 1 1 0.41 7.010944e-02 1
#> 916 1 1 1 1 0.58 -1.044824e+00 1
#> 917 1 1 1 1 0.58 1.860265e+00 2
#> 918 1 1 1 1 2.53 -7.297913e+00 1
#> 919 1 1 -1 0 0.78 -1.387292e+00 1
#> 920 1 1 -1 0 1.32 1.149636e+00 2
#> 921 1 1 -1 0 1.21 -9.424698e-01 1
#> 922 1 1 -1 0 0.44 -1.816090e+00 1
#> 923 1 1 1 1 1.15 7.779468e-01 1
#> 924 1 1 1 1 1.03 -1.909110e-01 1
#> 925 1 1 1 1 1.24 2.194049e+00 2
#> 926 1 1 1 1 0.44 1.335111e+00 2
#> 927 1 1 1 1 6.06 -6.329009e+00 1
#> 928 1 1 1 1 0.38 -4.603298e+00 1
#> 929 1 1 1 1 0.90 4.274413e+00 2
#> 930 1 1 -1 0 2.27 8.696316e+00 2
#> 931 1 1 -1 0 8.16 -1.093915e+01 1
#> 932 1 1 1 1 0.59 -1.780887e+00 1
#> 933 1 1 -1 0 0.72 -2.917686e-01 1
#> 934 1 1 1 1 0.97 -5.441292e-01 1
#> 935 1 1 -1 0 0.83 -2.245542e+00 1
#> 936 1 1 -1 0 2.32 6.295662e+00 2
#> 937 1 1 -1 0 3.92 -4.303051e+00 1
#> 938 1 1 -1 0 3.72 7.100056e+00 2
#> 939 1 1 -1 0 1.30 3.996069e+00 2
#> 940 1 1 1 1 0.32 -2.641663e-01 1
#> 941 1 1 1 1 0.37 -3.360543e-01 1
#> 942 1 1 1 1 1.93 -4.109211e+00 1
#> 943 1 1 1 1 0.22 -9.352650e-01 1
#> 944 1 1 1 1 0.96 3.506253e+00 2
#> 945 1 1 1 1 0.73 -2.259356e+00 1
#> 946 1 1 1 1 0.90 2.279897e+00 2
#> 947 1 1 -1 0 1.18 -3.011540e+00 1
#> 948 1 1 1 1 2.05 7.620003e+00 2
#> 949 1 1 -1 0 0.76 3.788717e+00 2
#> 950 1 1 1 1 0.61 1.830910e+00 2
#> 951 1 1 1 1 1.64 1.633314e+00 2
#> 952 1 1 1 1 0.91 2.398683e-01 1
#> 953 1 1 -1 0 1.04 2.432927e+00 2
#> 954 1 1 1 1 3.73 -3.064422e+00 1
#> 955 1 1 -1 0 0.58 -1.383648e+00 1
#> 956 1 1 1 1 2.10 -7.218650e-01 1
#> 957 1 1 1 1 2.20 2.628052e+00 2
#> 958 1 1 1 1 1.06 1.494161e+00 2
#> 959 1 1 -1 0 0.87 -2.398577e+00 1
#> 960 1 1 -1 0 4.45 -6.373428e+00 1
#> 961 1 1 1 1 3.07 1.212237e+00 2
#> 962 1 1 -1 0 2.00 -4.209895e+00 1
#> 963 1 1 -1 0 1.44 4.264573e-01 1
#> 964 1 1 1 1 0.25 -2.501593e+00 1
#> 965 1 1 -1 0 1.85 1.828462e+00 2
#> 966 1 1 -1 0 1.15 -6.499650e+00 1
#> 967 1 1 -1 0 0.64 2.763250e+00 2
#> 968 1 1 1 1 0.33 2.053338e+00 2
#> 969 1 1 1 1 0.43 1.714386e+00 2
#> 970 1 1 1 1 4.35 1.545884e+01 2
#> 971 1 1 1 1 0.88 6.002053e-02 1
#> 972 1 1 1 1 2.51 -6.124667e-01 1
#> 973 1 1 -1 0 3.66 5.218200e+00 2
#> 974 1 1 -1 0 1.65 6.966246e+00 2
#> 975 1 1 -1 0 4.43 4.466414e+00 2
#> 976 1 1 1 1 0.69 -8.741501e-01 1
#> 977 1 1 1 1 2.96 3.650719e+00 2
#> 978 1 1 1 1 0.57 6.993461e-01 1
#> 979 1 1 -1 0 1.44 7.205644e+00 2
#> 980 1 1 1 1 1.67 -2.158038e+00 1
#> 981 1 1 -1 0 0.28 -1.608333e+00 1
#> 982 1 1 1 1 2.24 3.940449e-01 1
#> 983 1 1 1 1 1.17 1.175617e+00 2
#> 984 1 1 -1 0 0.61 7.077946e-01 1
#> 985 1 1 1 1 0.99 3.933223e+00 2
#> 986 1 1 -1 0 1.19 1.038001e+00 2
#> 987 1 1 1 1 4.88 9.371346e+00 2
#> 988 1 1 1 1 0.33 -1.355417e+00 1
#> 989 1 1 1 1 0.36 7.828628e-01 1
#> 990 1 1 1 1 0.26 3.418798e+00 2
#> 991 1 1 1 1 3.82 1.141416e+00 2
#> 992 1 1 -1 0 0.36 4.564443e+00 2
#> 993 1 1 -1 0 1.09 1.165733e+00 2
#> 994 1 1 1 1 2.58 -1.795179e+00 1
#> 995 1 1 -1 0 0.93 1.286976e+00 2
#> 996 1 1 -1 0 4.05 -3.096214e+00 1
#> 997 1 1 1 1 2.63 4.293023e+00 2
#> 998 1 1 1 1 0.74 -5.213499e-02 1
#> 999 1 1 1 1 0.67 -1.271706e+00 1
#> 1000 1 1 -1 0 1.25 -2.474744e+00 1
#> 1001 1 1 1 1 1.14 -4.273447e+00 1
#> 1002 1 1 1 1 1.04 -6.883859e-01 1
#> 1003 1 1 1 1 3.66 6.755473e+00 2
#> 1004 1 1 1 1 0.81 1.312396e+00 2
#> 1005 1 1 1 1 1.81 6.633831e+00 2
#> 1006 1 1 1 1 1.26 3.796191e+00 2
#> 1007 1 1 -1 0 2.01 3.206151e-01 1
#> 1008 1 1 -1 0 1.42 2.320602e+00 2
#> 1009 1 1 1 1 1.62 1.300420e+00 2
#> 1010 1 1 -1 0 1.24 5.882846e+00 2
#> 1011 1 1 -1 0 0.44 2.434879e+00 2
#> 1012 1 1 1 1 1.23 1.879812e+00 2
#> 1013 1 1 1 1 1.48 -1.738494e+00 1
#> 1014 1 1 -1 0 1.90 9.941458e-01 2
#> 1015 1 1 -1 0 1.00 -2.972423e+00 1
#> 1016 1 1 1 1 2.37 6.159714e+00 2
#> 1017 1 1 -1 0 2.41 2.258690e+00 2
#> 1018 1 1 -1 0 1.68 9.694476e-01 2
#> 1019 1 1 1 1 4.41 -2.945604e+00 1
#> 1020 1 1 -1 0 1.52 -2.166659e+00 1
#> 1021 1 1 1 1 1.12 1.755386e+00 2
#> 1022 1 1 1 1 1.11 3.774201e+00 2
#> 1023 1 1 -1 0 0.86 1.028321e+00 2
#> 1024 1 1 1 1 0.45 -3.873151e+00 1
#> 1025 1 1 1 1 1.32 6.663265e+00 2
#> 1026 1 1 -1 0 2.15 -1.398580e+00 1
#> 1027 1 1 1 1 0.44 1.079253e+00 2
#> 1028 1 1 1 1 2.00 2.923322e+00 2
#> 1029 1 1 -1 0 3.01 -4.721471e+00 1
#> 1030 1 1 1 1 2.00 2.899104e+00 2
#> 1031 1 1 1 1 0.67 -9.550909e-01 1
#> 1032 1 1 1 1 2.48 -2.085376e+00 1
#> 1033 1 1 -1 0 0.62 1.794510e+00 2
#> 1034 1 1 -1 0 2.55 -4.901417e+00 1
#> 1035 1 1 -1 0 1.73 -8.994495e-01 1
#> 1036 1 1 1 1 1.19 -4.335438e+00 1
#> 1037 1 1 -1 0 0.73 9.767414e-01 2
#> 1038 1 1 1 1 2.38 3.596737e+00 2
#> 1039 1 1 -1 0 0.54 4.235703e+00 2
#> 1040 1 1 -1 0 1.11 3.967404e+00 2
#> 1041 1 1 1 1 0.64 6.589973e-01 1
#> 1042 1 1 -1 0 2.80 2.779067e+00 2
#> 1043 1 1 -1 0 1.53 7.973884e-01 1
#> 1044 1 1 -1 0 2.03 4.063710e+00 2
#> 1045 1 1 1 1 1.72 -3.521728e+00 1
#> 1046 1 1 1 1 5.10 -4.706468e+00 1
#> 1047 1 1 1 1 1.04 1.570989e+00 2
#> 1048 1 1 1 1 0.48 -3.572085e+00 1
#> 1049 1 1 1 1 0.26 3.474897e+00 2
#> 1050 1 1 1 1 1.81 -7.384383e+00 1
#> 1051 1 1 -1 0 2.00 7.131337e+00 2
#> 1052 1 1 -1 0 1.00 4.430649e-01 1
#> 1053 1 1 -1 0 0.43 -1.859736e+00 1
#> 1054 1 1 1 1 0.43 2.707647e+00 2
#> 1055 1 1 1 1 4.28 -8.296368e+00 1
#> 1056 1 1 -1 0 0.96 9.199240e-01 2
#> 1057 1 1 1 1 0.92 -3.552987e+00 1
#> 1058 1 1 1 1 0.67 6.580912e+00 2
#> 1059 1 1 1 1 1.07 -2.491361e+00 1
#> 1060 1 1 1 1 0.39 -1.193020e+00 1
#> 1061 1 1 1 1 1.07 5.301819e-01 1
#> 1062 1 1 -1 0 0.81 -4.413597e+00 1
#> 1063 1 1 1 1 3.51 2.198176e+00 2
#> 1064 1 1 -1 0 1.04 1.977818e+00 2
#> 1065 1 1 1 1 1.83 3.498432e+00 2
#> 1066 1 1 1 1 5.01 -6.187347e+00 1
#> 1067 1 1 -1 0 2.26 9.844504e-01 2
#> 1068 1 1 -1 0 1.42 -1.022180e+00 1
#> 1069 1 1 1 1 0.63 -4.320019e-02 1
#> 1070 1 1 1 1 0.63 3.549291e+00 2
#> 1071 1 1 -1 0 2.12 3.610825e+00 2
#> 1072 1 1 1 1 0.78 2.443866e-02 1
#> 1073 1 1 -1 0 1.81 -3.949306e+00 1
#> 1074 1 1 -1 0 1.03 -1.596495e-01 1
#> 1075 1 1 -1 0 1.76 8.854091e-01 2
#> 1076 1 1 -1 0 1.46 3.000352e+00 2
#> 1077 1 1 1 1 0.52 1.876110e+00 2
#> 1078 1 1 1 1 0.98 6.111865e-01 1
#> 1079 1 1 1 1 1.79 3.674380e+00 2
#> 1080 1 1 1 1 1.29 2.041740e-01 1
#> 1081 1 1 -1 0 0.99 1.546553e+00 2
#> 1082 1 1 1 1 0.58 1.560333e+00 2
#> 1083 1 1 1 1 2.40 -5.730897e+00 1
#> 1084 1 1 -1 0 2.62 5.907106e-01 1
#> 1085 1 1 1 1 0.92 5.825049e+00 2
#> 1086 1 1 -1 0 1.93 3.927370e+00 2
#> 1087 1 1 -1 0 1.71 1.787641e+00 2
#> 1088 1 1 1 1 0.86 -1.563361e+00 1
#> 1089 1 1 -1 0 1.95 3.394797e+00 2
#> 1090 1 1 -1 0 2.49 -2.605623e+00 1
#> 1091 1 1 1 1 3.90 -4.193913e+00 1
#> 1092 1 1 -1 0 1.13 1.635339e+00 2
#> 1093 1 1 1 1 0.73 -7.992157e-01 1
#> 1094 1 1 -1 0 1.49 -2.166964e+00 1
#> 1095 1 1 -1 0 0.49 1.150399e+00 2
#> 1096 1 1 -1 0 0.87 -1.655731e+00 1
#> 1097 1 1 1 1 0.77 -1.612770e+00 1
#> 1098 1 1 1 1 0.64 -3.049901e-01 1
#> 1099 1 1 1 1 0.89 -6.860116e+00 1
#> 1100 1 1 -1 0 1.05 3.831219e+00 2
#> 1101 1 1 1 1 0.39 -3.374740e+00 1
#> 1102 1 1 1 1 1.75 -3.963031e+00 1
#> 1103 1 1 -1 0 1.54 -1.378370e+00 1
#> 1104 1 1 -1 0 0.42 1.620178e+00 2
#> 1105 1 1 1 1 0.59 1.887679e+00 2
#> 1106 1 1 1 1 0.27 -1.597002e+00 1
#> 1107 1 1 -1 0 1.52 -5.809658e+00 1
#> 1108 1 1 -1 0 4.50 8.808993e-02 1
#> 1109 1 1 1 1 0.99 2.276519e+00 2
#> 1110 1 1 1 1 0.46 1.389108e+00 2
#> 1111 1 1 -1 0 1.06 5.978107e+00 2
#> 1112 1 1 -1 0 2.64 -3.029982e-01 1
#> 1113 1 1 -1 0 1.09 5.710489e+00 2
#> 1114 1 1 -1 0 0.84 -3.844291e+00 1
#> 1115 1 1 1 1 0.61 5.507016e+00 2
#> 1116 1 1 -1 0 0.45 2.054557e+00 2
#> 1117 1 1 -1 0 1.25 4.923209e+00 2
#> 1118 1 1 1 1 2.52 -6.703145e+00 1
#> 1119 1 1 -1 0 1.39 3.499040e-01 1
#> 1120 1 1 1 1 0.37 2.577208e-01 1
#> 1121 1 1 -1 0 2.07 -1.157128e+00 1
#> 1122 1 1 1 1 1.99 -3.712517e+00 1
#> 1123 1 1 1 1 0.65 -1.869428e+00 1
#> 1124 1 1 1 1 0.52 5.737496e+00 2
#> 1125 1 1 1 1 0.30 2.441842e+00 2
#> 1126 1 1 1 1 1.35 2.411571e+00 2
#> 1127 1 1 1 1 0.38 -5.896315e-01 1
#> 1128 1 1 1 1 1.21 4.631423e-01 1
#> 1129 1 1 1 1 0.64 1.380415e+00 2
#> 1130 1 1 1 1 3.55 -5.966314e+00 1
#> 1131 1 1 1 1 0.71 4.202990e+00 2
#> 1132 1 1 1 1 4.15 5.901207e+00 2
#> 1133 1 1 1 1 0.60 1.708677e+00 2
#> 1134 1 1 1 1 0.65 3.280293e+00 2
#> 1135 1 1 -1 0 2.22 2.812586e+00 2
#> 1136 1 1 1 1 0.48 1.416947e+00 2
#> 1137 1 1 -1 0 0.79 -3.543065e+00 1
#> 1138 1 1 1 1 0.50 1.001271e+00 2
#> 1139 1 1 -1 0 0.98 -3.273810e+00 1
#> 1140 1 1 1 1 0.95 1.736249e+00 2
#> 1141 1 1 1 1 1.81 1.598817e+00 2
#> 1142 1 1 -1 0 1.80 3.818883e+00 2
#> 1143 1 1 1 1 0.70 4.418157e+00 2
#> 1144 1 1 -1 0 2.37 -7.963077e+00 1
#> 1145 1 1 1 1 0.95 -3.008134e+00 1
#> 1146 1 1 1 1 0.67 -1.225788e+00 1
#> 1147 1 1 1 1 1.12 1.888563e-01 1
#> 1148 1 1 -1 0 2.67 -2.157986e+00 1
#> 1149 1 1 1 1 1.00 4.091371e+00 2
#> 1150 1 1 -1 0 1.14 4.601344e+00 2
#> 1151 1 1 1 1 0.83 -3.170226e+00 1
#> 1152 1 1 1 1 0.74 -1.185336e+00 1
#> 1153 1 1 1 1 1.62 2.135172e+00 2
#> 1154 1 1 1 1 0.86 2.274181e+00 2
#> 1155 1 1 1 1 0.53 -2.823990e+00 1
#> 1156 1 1 -1 0 1.40 -1.782433e+00 1
#> 1157 1 1 1 1 0.45 2.950871e+00 2
#> 1158 1 1 1 1 0.38 -7.095201e-01 1
#> 1159 1 1 1 1 0.43 -2.331581e+00 1
#> 1160 1 1 1 1 2.32 5.123400e+00 2
#> 1161 1 1 1 1 0.57 -2.829430e+00 1
#> 1162 1 1 -1 0 0.45 -1.671135e+00 1
#> 1163 1 1 -1 0 1.03 7.257672e-01 1
#> 1164 1 1 -1 0 0.58 -4.505418e+00 1
#> 1165 1 1 1 1 0.68 3.126371e-01 1
#> 1166 1 1 1 1 1.48 5.388839e+00 2
#> 1167 1 1 -1 0 1.99 -4.329319e+00 1
#> 1168 1 1 1 1 0.50 2.595398e-01 1
#> 1169 1 1 -1 0 1.72 6.182642e+00 2
#> 1170 1 1 1 1 0.52 1.965377e+00 2
#> 1171 1 1 -1 0 1.31 -8.986323e-01 1
#> 1172 1 1 1 1 0.37 -3.287090e+00 1
#> 1173 1 1 1 1 0.95 1.755321e+00 2
#> 1174 1 1 -1 0 1.05 1.443121e+00 2
#> 1175 1 1 1 1 2.07 5.831373e+00 2
#> 1176 1 1 -1 0 2.91 7.659901e+00 2
#> 1177 1 1 1 1 2.65 -2.838627e+00 1
#> 1178 1 1 1 1 4.54 1.040456e+01 2
#> 1179 1 1 1 1 0.29 2.499689e+00 2
#> 1180 1 1 -1 0 1.16 6.041795e+00 2
#> 1181 1 1 -1 0 3.42 3.444294e+00 2
#> 1182 1 1 1 1 1.80 6.289658e+00 2
#> 1183 1 1 1 1 3.40 8.838202e-01 2
#> 1184 1 1 -1 0 0.92 3.816953e+00 2
#> 1185 1 1 -1 0 1.68 -2.469355e-02 1
#> 1186 1 1 -1 0 1.20 -2.967269e+00 1
#> 1187 1 1 1 1 1.64 4.069222e+00 2
#> 1188 1 1 1 1 0.40 4.176881e+00 2
#> 1189 1 1 1 1 0.86 6.677608e-01 1
#> 1190 1 1 1 1 2.03 2.661637e+00 2
#> 1191 1 1 -1 0 1.28 5.172865e+00 2
#> 1192 1 1 -1 0 1.10 -1.246811e+00 1
#> 1193 1 1 -1 0 1.16 1.573966e+00 2
#> 1194 1 1 -1 0 1.56 -4.383649e+00 1
#> 1195 1 1 1 1 2.77 -2.767668e+00 1
#> 1196 1 1 1 1 1.42 6.794968e+00 2
#> 1197 1 1 1 1 0.87 1.236970e+00 2
#> 1198 1 1 1 1 0.93 -1.434953e-01 1
#> 1199 1 1 -1 0 1.32 1.132055e+00 2
#> 1200 1 1 1 1 1.23 3.313667e+00 2
#> 1201 2 1 1 1 0.31 2.386831e+00 2
#> 1202 2 1 1 1 2.01 6.402256e+00 2
#> 1203 2 1 1 1 0.52 6.404465e+00 2
#> 1204 2 1 1 1 0.89 8.483009e+00 2
#> 1205 2 1 -1 0 1.67 1.677339e+00 2
#> 1206 2 1 1 1 0.27 3.302966e+00 2
#> 1207 2 1 1 1 0.71 1.708451e+00 2
#> 1208 2 1 1 1 0.90 -4.823140e-01 1
#> 1209 2 1 1 1 0.51 3.327413e+00 2
#> 1210 2 1 1 1 1.09 2.220674e+00 2
#> 1211 2 1 1 1 0.52 -9.534544e-02 1
#> 1212 2 1 -1 0 1.98 6.370533e+00 2
#> 1213 2 1 1 1 1.18 6.651675e-01 1
#> 1214 2 1 -1 0 2.18 7.313882e+00 2
#> 1215 2 1 -1 0 1.33 9.329502e+00 2
#> 1216 2 1 -1 0 0.87 4.486637e+00 2
#> 1217 2 1 1 1 0.43 5.234606e-01 1
#> 1218 2 1 1 1 0.83 3.318366e+00 2
#> 1219 2 1 1 1 1.78 3.702373e+00 2
#> 1220 2 1 1 1 0.72 5.999131e+00 2
#> 1221 2 1 1 1 1.10 5.517509e+00 2
#> 1222 2 1 1 1 2.20 1.986327e+00 2
#> 1223 2 1 1 1 0.73 2.848762e+00 2
#> 1224 2 1 1 1 1.11 6.143822e+00 2
#> 1225 2 1 1 1 1.86 6.569531e+00 2
#> 1226 2 1 1 1 0.37 3.802175e+00 2
#> 1227 2 1 1 1 0.26 2.669580e+00 2
#> 1228 2 1 -1 0 0.95 3.344763e+00 2
#> 1229 2 1 -1 0 2.01 2.775025e+00 2
#> 1230 2 1 1 1 2.29 6.718832e+00 2
#> 1231 2 1 1 1 1.27 1.390110e+00 2
#> 1232 2 1 1 1 1.15 3.169738e+00 2
#> 1233 2 1 1 1 0.39 6.368796e+00 2
#> 1234 2 1 1 1 0.32 4.505075e+00 2
#> 1235 2 1 1 1 0.61 7.522010e+00 2
#> 1236 2 1 1 1 4.86 2.848835e+00 2
#> 1237 2 1 1 1 0.55 4.983316e+00 2
#> 1238 2 1 1 1 2.45 4.929247e+00 2
#> 1239 2 1 1 1 1.07 -3.387378e+00 1
#> 1240 2 1 1 1 1.49 7.373216e+00 2
#> 1241 2 1 1 1 0.76 2.291417e+00 2
#> 1242 2 1 1 1 0.28 3.230130e+00 2
#> 1243 2 1 -1 0 0.27 3.373709e+00 2
#> 1244 2 1 1 1 1.10 5.637497e+00 2
#> 1245 2 1 1 1 1.52 4.646415e+00 2
#> 1246 2 1 1 1 0.32 4.612640e+00 2
#> 1247 2 1 1 1 1.65 6.849992e+00 2
#> 1248 2 1 1 1 0.53 2.057636e-01 1
#> 1249 2 1 -1 0 0.45 8.174129e-01 2
#> 1250 2 1 1 1 1.25 1.190650e+00 2
#> 1251 2 1 1 1 0.67 1.470139e+00 2
#> 1252 2 1 1 1 0.36 3.087150e+00 2
#> 1253 2 1 1 1 0.51 2.923717e+00 2
#> 1254 2 1 1 1 0.51 6.277115e+00 2
#> 1255 2 1 1 1 0.49 1.109049e+01 2
#> 1256 2 1 1 1 0.41 4.246717e+00 2
#> 1257 2 1 1 1 3.55 9.176547e+00 2
#> 1258 2 1 1 1 2.14 1.051162e+01 2
#> 1259 2 1 1 1 0.71 7.218460e-01 1
#> 1260 2 1 1 1 0.35 5.377307e+00 2
#> 1261 2 1 1 1 0.41 3.840726e+00 2
#> 1262 2 1 1 1 0.93 8.978775e+00 2
#> 1263 2 1 1 1 0.99 5.088151e+00 2
#> 1264 2 1 -1 0 1.27 9.414128e+00 2
#> 1265 2 1 1 1 6.45 2.038361e+00 2
#> 1266 2 1 -1 0 0.81 3.926600e+00 2
#> 1267 2 1 1 1 0.34 2.256226e+00 2
#> 1268 2 1 1 1 0.39 3.171156e+00 2
#> 1269 2 1 1 1 0.72 6.427637e+00 2
#> 1270 2 1 -1 0 0.87 4.078539e+00 2
#> 1271 2 1 1 1 0.41 3.476202e+00 2
#> 1272 2 1 1 1 2.75 3.613972e-01 1
#> 1273 2 1 1 1 0.96 4.037010e+00 2
#> 1274 2 1 1 1 0.54 3.475966e+00 2
#> 1275 2 1 1 1 0.29 -1.597506e+00 1
#> 1276 2 1 -1 0 0.33 1.121375e+00 2
#> 1277 2 1 1 1 0.89 1.680870e+00 2
#> 1278 2 1 1 1 0.39 4.259420e+00 2
#> 1279 2 1 1 1 2.36 7.159629e+00 2
#> 1280 2 1 1 1 0.82 7.554871e+00 2
#> 1281 2 1 1 1 1.13 6.099470e+00 2
#> 1282 2 1 1 1 0.51 4.661668e+00 2
#> 1283 2 1 1 1 1.59 5.483760e+00 2
#> 1284 2 1 1 1 1.55 1.043099e+01 2
#> 1285 2 1 1 1 1.25 3.321222e+00 2
#> 1286 2 1 1 1 0.28 7.433646e+00 2
#> 1287 2 1 1 1 0.53 2.057698e+00 2
#> 1288 2 1 -1 0 1.55 -1.033632e+00 1
#> 1289 2 1 1 1 0.55 4.687148e+00 2
#> 1290 2 1 1 1 0.37 3.483389e+00 2
#> 1291 2 1 1 1 0.35 3.149036e+00 2
#> 1292 2 1 -1 0 0.88 6.789982e+00 2
#> 1293 2 1 1 1 1.48 6.140089e+00 2
#> 1294 2 1 1 1 1.19 9.119516e+00 2
#> 1295 2 1 1 1 0.63 4.744594e+00 2
#> 1296 2 1 1 1 0.69 5.472770e+00 2
#> 1297 2 1 1 1 0.90 9.638894e+00 2
#> 1298 2 1 -1 0 1.49 9.241775e+00 2
#> 1299 2 1 -1 0 1.64 3.303272e+00 2
#> 1300 2 1 1 1 1.06 6.955925e+00 2
#> 1301 2 1 1 1 4.25 1.549589e+01 2
#> 1302 2 1 1 1 2.07 8.218102e+00 2
#> 1303 2 1 1 1 1.36 5.118820e+00 2
#> 1304 2 1 1 1 0.48 5.463783e+00 2
#> 1305 2 1 -1 0 1.74 4.905427e+00 2
#> 1306 2 1 1 1 0.44 2.060851e+00 2
#> 1307 2 1 1 1 0.69 7.014179e+00 2
#> 1308 2 1 1 1 1.12 1.396216e+00 2
#> 1309 2 1 1 1 2.53 5.157460e+00 2
#> 1310 2 1 1 1 0.92 6.132070e+00 2
#> 1311 2 1 1 1 1.51 4.983500e+00 2
#> 1312 2 1 1 1 1.51 5.484024e+00 2
#> 1313 2 1 1 1 0.38 1.736963e+00 2
#> 1314 2 1 1 1 0.33 6.149593e+00 2
#> 1315 2 1 1 1 0.36 5.114928e+00 2
#> 1316 2 1 1 1 1.01 1.760401e+00 2
#> 1317 2 1 1 1 0.76 1.061890e+01 2
#> 1318 2 1 1 1 0.36 3.756006e+00 2
#> 1319 2 1 1 1 0.70 2.442428e+00 2
#> 1320 2 1 1 1 0.60 4.876685e+00 2
#> 1321 2 1 1 1 1.43 4.717510e+00 2
#> 1322 2 1 1 1 1.09 6.819912e-02 1
#> 1323 2 1 1 1 0.43 4.115421e+00 2
#> 1324 2 1 -1 0 1.04 1.181885e+00 2
#> 1325 2 1 1 1 0.52 2.798776e+00 2
#> 1326 2 1 1 1 0.40 6.579587e-01 1
#> 1327 2 1 1 1 0.44 5.907589e+00 2
#> 1328 2 1 1 1 0.97 7.025900e+00 2
#> 1329 2 1 1 1 0.39 1.113303e+01 2
#> 1330 2 1 1 1 0.60 -2.009801e-01 1
#> 1331 2 1 1 1 1.10 3.691627e+00 2
#> 1332 2 1 1 1 0.27 3.999164e+00 2
#> 1333 2 1 -1 0 1.38 1.712296e+00 2
#> 1334 2 1 -1 0 1.07 6.477605e+00 2
#> 1335 2 1 1 1 0.79 4.043655e+00 2
#> 1336 2 1 1 1 3.37 -1.189506e+00 1
#> 1337 2 1 -1 0 3.16 -2.270157e+00 1
#> 1338 2 1 1 1 0.59 3.858438e+00 2
#> 1339 2 1 1 1 1.28 4.549982e+00 2
#> 1340 2 1 1 1 0.43 1.488415e+00 2
#> 1341 2 1 -1 0 2.84 6.821191e+00 2
#> 1342 2 1 1 1 1.91 -1.096617e+00 1
#> 1343 2 1 1 1 1.57 5.565321e+00 2
#> 1344 2 1 1 1 1.05 4.783555e+00 2
#> 1345 2 1 1 1 1.65 1.011833e+01 2
#> 1346 2 1 1 1 0.20 2.357342e-01 1
#> 1347 2 1 1 1 0.31 1.882214e+00 2
#> 1348 2 1 1 1 0.93 3.429708e-01 1
#> 1349 2 1 1 1 0.35 7.043528e+00 2
#> 1350 2 1 1 1 0.30 8.115995e+00 2
#> 1351 2 1 1 1 1.22 4.848355e+00 2
#> 1352 2 1 1 1 0.93 4.680495e+00 2
#> 1353 2 1 1 1 3.28 1.719602e+00 2
#> 1354 2 1 1 1 0.34 8.317267e-01 2
#> 1355 2 1 -1 0 2.14 4.981467e+00 2
#> 1356 2 1 1 1 0.66 -1.793464e-01 1
#> 1357 2 1 1 1 0.30 3.151592e+00 2
#> 1358 2 1 1 1 0.90 7.477418e+00 2
#> 1359 2 1 1 1 0.90 6.108272e+00 2
#> 1360 2 1 1 1 2.16 -1.299849e+00 1
#> 1361 2 1 1 1 0.47 2.767075e+00 2
#> 1362 2 1 1 1 0.88 5.802673e+00 2
#> 1363 2 1 1 1 1.04 3.859000e+00 2
#> 1364 2 1 -1 0 0.99 4.124467e+00 2
#> 1365 2 1 1 1 2.44 2.288709e+00 2
#> 1366 2 1 1 1 1.19 7.303036e+00 2
#> 1367 2 1 1 1 0.37 6.550562e+00 2
#> 1368 2 1 1 1 1.11 7.475132e+00 2
#> 1369 2 1 1 1 0.71 3.870341e+00 2
#> 1370 2 1 -1 0 4.31 2.667950e+00 2
#> 1371 2 1 -1 0 1.34 4.177545e+00 2
#> 1372 2 1 -1 0 5.38 1.224142e+01 2
#> 1373 2 1 1 1 0.83 6.479311e+00 2
#> 1374 2 1 1 1 1.06 4.998315e+00 2
#> 1375 2 1 1 1 1.22 6.778154e+00 2
#> 1376 2 1 1 1 0.63 4.572319e+00 2
#> 1377 2 1 1 1 0.42 4.777907e+00 2
#> 1378 2 1 1 1 1.08 6.553974e+00 2
#> 1379 2 1 -1 0 0.33 5.074069e+00 2
#> 1380 2 1 1 1 0.43 4.717711e+00 2
#> 1381 2 1 1 1 1.52 1.806607e+00 2
#> 1382 2 1 1 1 3.95 9.945831e+00 2
#> 1383 2 1 1 1 0.83 -5.218982e-01 1
#> 1384 2 1 1 1 0.81 6.172926e+00 2
#> 1385 2 1 1 1 1.46 4.613424e+00 2
#> 1386 2 1 1 1 0.76 5.456033e+00 2
#> 1387 2 1 1 1 1.17 -3.806432e-01 1
#> 1388 2 1 1 1 2.22 6.251224e+00 2
#> 1389 2 1 1 1 0.48 8.875874e+00 2
#> 1390 2 1 1 1 0.62 2.658619e+00 2
#> 1391 2 1 1 1 2.73 4.624398e+00 2
#> 1392 2 1 1 1 1.03 4.448767e+00 2
#> 1393 2 1 -1 0 2.96 1.296428e+01 2
#> 1394 2 1 -1 0 1.62 2.357279e+00 2
#> 1395 2 1 1 1 0.56 1.454388e+00 2
#> 1396 2 1 1 1 0.46 5.919779e+00 2
#> 1397 2 1 1 1 4.89 1.088129e+01 2
#> 1398 2 1 1 1 0.47 4.670523e+00 2
#> 1399 2 1 -1 0 1.97 4.925441e+00 2
#> 1400 2 1 1 1 1.98 6.971665e+00 2
#> 1401 2 1 1 1 1.78 4.703152e+00 2
#> 1402 2 1 1 1 1.29 5.778981e-01 1
#> 1403 2 1 1 1 2.11 1.891793e+00 2
#> 1404 2 1 1 1 1.56 7.073212e+00 2
#> 1405 2 1 1 1 2.06 2.285275e+00 2
#> 1406 2 1 1 1 0.37 4.814612e+00 2
#> 1407 2 1 1 1 1.42 3.227065e+00 2
#> 1408 2 1 1 1 0.46 2.469638e+00 2
#> 1409 2 1 -1 0 1.39 9.198412e+00 2
#> 1410 2 1 1 1 1.28 3.239054e+00 2
#> 1411 2 1 1 1 0.45 4.933051e+00 2
#> 1412 2 1 -1 0 1.72 5.668321e+00 2
#> 1413 2 1 1 1 1.31 3.054095e+00 2
#> 1414 2 1 -1 0 3.51 6.175134e+00 2
#> 1415 2 1 1 1 0.97 4.784808e+00 2
#> 1416 2 1 1 1 2.48 7.952202e+00 2
#> 1417 2 1 -1 0 1.49 3.128780e+00 2
#> 1418 2 1 -1 0 2.42 6.511040e+00 2
#> 1419 2 1 1 1 1.14 3.062785e+00 2
#> 1420 2 1 1 1 0.86 4.211470e+00 2
#> 1421 2 1 1 1 0.53 1.387859e+00 2
#> 1422 2 1 1 1 1.61 7.481395e+00 2
#> 1423 2 1 1 1 1.89 5.275116e+00 2
#> 1424 2 1 1 1 0.76 4.272822e+00 2
#> 1425 2 1 -1 0 1.21 8.148239e+00 2
#> 1426 2 1 1 1 3.12 1.102500e+01 2
#> 1427 2 1 1 1 1.93 1.175442e+01 2
#> 1428 2 1 1 1 3.68 5.063703e+00 2
#> 1429 2 1 -1 0 0.80 3.928171e+00 2
#> 1430 2 1 1 1 0.38 3.600992e+00 2
#> 1431 2 1 1 1 0.27 2.631933e+00 2
#> 1432 2 1 -1 0 1.59 4.987867e+00 2
#> 1433 2 1 -1 0 0.80 3.520019e+00 2
#> 1434 2 1 1 1 0.41 3.611886e+00 2
#> 1435 2 1 1 1 1.47 6.949260e+00 2
#> 1436 2 1 1 1 0.54 1.670904e+00 2
#> 1437 2 1 1 1 0.38 2.946994e+00 2
#> 1438 2 1 -1 0 2.08 3.643137e+00 2
#> 1439 2 1 1 1 1.65 1.430013e+00 2
#> 1440 2 1 -1 0 0.35 1.062999e+01 2
#> 1441 2 1 1 1 0.79 4.878239e+00 2
#> 1442 2 1 1 1 0.72 5.108081e+00 2
#> 1443 2 1 1 1 0.47 7.808695e+00 2
#> 1444 2 1 1 1 1.23 3.706506e+00 2
#> 1445 2 1 1 1 0.37 2.389504e+00 2
#> 1446 2 1 1 1 0.79 -9.483535e-01 1
#> 1447 2 1 -1 0 1.61 4.586987e+00 2
#> 1448 2 1 1 1 0.81 1.124482e+00 2
#> 1449 2 1 1 1 1.64 4.651481e-01 1
#> 1450 2 1 1 1 4.09 7.745906e+00 2
#> 1451 2 1 1 1 0.32 7.651166e+00 2
#> 1452 2 1 1 1 0.27 3.284671e+00 2
#> 1453 2 1 -1 0 2.51 6.575598e+00 2
#> 1454 2 1 1 1 0.33 1.973024e+00 2
#> 1455 2 1 1 1 0.52 5.647376e+00 2
#> 1456 2 1 1 1 0.42 6.210535e+00 2
#> 1457 2 1 1 1 2.36 -2.993240e-01 1
#> 1458 2 1 1 1 0.30 1.651500e+00 2
#> 1459 2 1 1 1 0.72 4.233616e-01 1
#> 1460 2 1 1 1 1.40 3.625195e+00 2
#> 1461 2 1 1 1 0.55 3.585764e+00 2
#> 1462 2 1 -1 0 1.80 5.704724e+00 2
#> 1463 2 1 -1 0 2.46 5.663731e+00 2
#> 1464 2 1 1 1 2.36 3.592005e+00 2
#> 1465 2 1 -1 0 2.29 7.254313e+00 2
#> 1466 2 1 1 1 1.53 8.770286e+00 2
#> 1467 2 1 -1 0 1.55 1.663554e+00 2
#> 1468 2 1 1 1 0.23 6.856871e+00 2
#> 1469 2 1 1 1 1.19 1.377020e+00 2
#> 1470 2 1 -1 0 1.96 7.408590e+00 2
#> 1471 2 1 1 1 0.91 9.233936e+00 2
#> 1472 2 1 -1 0 1.94 5.875709e+00 2
#> 1473 2 1 -1 0 1.65 9.934471e+00 2
#> 1474 2 1 1 1 1.26 -1.293044e+00 1
#> 1475 2 1 -1 0 1.16 3.506307e-01 1
#> 1476 2 1 1 1 1.41 9.076982e+00 2
#> 1477 2 1 1 1 0.58 3.511144e+00 2
#> 1478 2 1 1 1 0.70 -9.077100e-01 1
#> 1479 2 1 -1 0 0.50 3.386049e+00 2
#> 1480 2 1 1 1 0.33 3.319170e+00 2
#> 1481 2 1 1 1 0.42 2.623320e+00 2
#> 1482 2 1 -1 0 0.55 -5.132385e-01 1
#> 1483 2 1 1 1 0.72 6.838787e+00 2
#> 1484 2 1 1 1 1.76 8.590694e+00 2
#> 1485 2 1 1 1 0.48 8.468520e+00 2
#> 1486 2 1 1 1 0.50 6.953668e+00 2
#> 1487 2 1 1 1 0.35 2.760839e+00 2
#> 1488 2 1 1 1 0.69 4.891159e+00 2
#> 1489 2 1 1 1 1.40 1.075119e+01 2
#> 1490 2 1 1 1 0.85 3.037377e-01 1
#> 1491 2 1 1 1 1.22 2.884110e+00 2
#> 1492 2 1 1 1 0.56 3.542170e+00 2
#> 1493 2 1 1 1 0.35 3.801223e+00 2
#> 1494 2 1 1 1 0.55 -1.674207e+00 1
#> 1495 2 1 1 1 0.27 4.894995e+00 2
#> 1496 2 1 1 1 0.44 5.291799e+00 2
#> 1497 2 1 1 1 0.39 5.206035e+00 2
#> 1498 2 1 1 1 0.69 3.012764e+00 2
#> 1499 2 1 1 1 0.65 2.659425e+00 2
#> 1500 2 1 1 1 1.81 5.752043e+00 2
#> 1501 2 1 1 1 0.33 4.103842e+00 2
#> 1502 2 1 -1 0 1.35 4.980844e+00 2
#> 1503 2 1 1 1 0.64 4.285795e-01 1
#> 1504 2 1 1 1 0.43 3.567495e+00 2
#> 1505 2 1 1 1 0.49 3.820943e+00 2
#> 1506 2 1 -1 0 0.84 -4.401100e+00 1
#> 1507 2 1 -1 0 4.77 7.093309e+00 2
#> 1508 2 1 1 1 0.96 1.500869e+00 2
#> 1509 2 1 1 1 0.72 2.970889e+00 2
#> 1510 2 1 1 1 0.25 2.281029e+00 2
#> 1511 2 1 1 1 0.95 6.880284e+00 2
#> 1512 2 1 1 1 0.27 3.263832e-01 1
#> 1513 2 1 1 1 0.58 4.133179e-01 1
#> 1514 2 1 1 1 0.45 4.118348e+00 2
#> 1515 2 1 1 1 0.86 2.466686e+00 2
#> 1516 2 1 1 1 1.96 5.863763e+00 2
#> 1517 2 1 1 1 0.50 1.353293e+00 2
#> 1518 2 1 1 1 0.47 4.111577e+00 2
#> 1519 2 1 1 1 0.56 1.014312e+01 2
#> 1520 2 1 1 1 0.53 1.238112e-01 1
#> 1521 2 1 1 1 0.54 5.004800e+00 2
#> 1522 2 1 1 1 0.35 3.811591e+00 2
#> 1523 2 1 1 1 0.75 5.065947e+00 2
#> 1524 2 1 1 1 0.71 1.899147e+00 2
#> 1525 2 1 1 1 0.54 6.136435e+00 2
#> 1526 2 1 1 1 0.64 2.556376e+00 2
#> 1527 2 1 1 1 0.80 6.949430e+00 2
#> 1528 2 1 1 1 0.43 4.600821e+00 2
#> 1529 2 1 1 1 1.21 8.176952e+00 2
#> 1530 2 1 1 1 0.42 3.675676e+00 2
#> 1531 2 1 1 1 1.32 7.627641e+00 2
#> 1532 2 1 1 1 1.19 3.514027e+00 2
#> 1533 2 1 1 1 0.35 -1.420758e+00 1
#> 1534 2 1 -1 0 2.85 5.813293e+00 2
#> 1535 2 1 1 1 1.09 -3.790257e+00 1
#> 1536 2 1 1 1 0.56 2.608871e+00 2
#> 1537 2 1 1 1 0.99 1.133866e+01 2
#> 1538 2 1 -1 0 1.48 7.003006e+00 2
#> 1539 2 1 1 1 2.47 -4.196589e-01 1
#> 1540 2 1 1 1 1.09 5.698175e+00 2
#> 1541 2 1 1 1 1.84 6.601704e+00 2
#> 1542 2 1 1 1 3.98 5.813929e+00 2
#> 1543 2 1 1 1 1.31 5.695095e-01 1
#> 1544 2 1 1 1 0.76 4.635891e+00 2
#> 1545 2 1 1 1 2.22 2.266843e+00 2
#> 1546 2 1 1 1 0.73 6.245455e+00 2
#> 1547 2 1 1 1 2.80 7.234125e-01 1
#> 1548 2 1 1 1 0.42 4.482585e+00 2
#> 1549 2 1 1 1 0.36 6.768021e+00 2
#> 1550 2 1 1 1 1.56 2.360304e+00 2
#> 1551 2 1 1 1 2.55 -9.106425e-01 1
#> 1552 2 1 1 1 0.34 7.412682e+00 2
#> 1553 2 1 1 1 0.97 5.082991e+00 2
#> 1554 2 1 1 1 0.55 2.977225e-01 1
#> 1555 2 1 1 1 4.13 -2.758953e+00 1
#> 1556 2 1 1 1 0.53 5.109837e+00 2
#> 1557 2 1 1 1 0.25 3.379622e+00 2
#> 1558 2 1 1 1 2.55 7.914870e+00 2
#> 1559 2 1 1 1 0.96 3.155125e+00 2
#> 1560 2 1 1 1 0.31 7.335319e+00 2
#> 1561 2 1 1 1 0.83 2.592894e+00 2
#> 1562 2 1 1 1 0.39 2.733891e+00 2
#> 1563 2 1 -1 0 0.53 3.851578e+00 2
#> 1564 2 1 1 1 0.93 6.041534e+00 2
#> 1565 2 1 1 1 0.77 3.100108e+00 2
#> 1566 2 1 1 1 1.92 4.798032e+00 2
#> 1567 2 1 1 1 1.23 4.498881e-01 1
#> 1568 2 1 -1 0 0.88 2.662657e+00 2
#> 1569 2 1 1 1 0.33 4.515125e+00 2
#> 1570 2 1 1 1 0.23 1.296537e+00 2
#> 1571 2 1 1 1 0.56 4.018491e+00 2
#> 1572 2 1 1 1 3.99 7.934493e+00 2
#> 1573 2 1 1 1 0.24 3.256733e+00 2
#> 1574 2 1 1 1 0.70 7.797757e+00 2
#> 1575 2 1 1 1 1.34 6.703768e+00 2
#> 1576 2 1 1 1 0.46 3.670772e+00 2
#> 1577 2 1 -1 0 0.41 2.527822e+00 2
#> 1578 2 1 1 1 0.32 4.580660e+00 2
#> 1579 2 1 1 1 1.06 2.607752e+00 2
#> 1580 2 1 1 1 0.27 -1.924686e-01 1
#> 1581 2 1 -1 0 0.78 4.910504e+00 2
#> 1582 2 1 1 1 0.87 4.957135e+00 2
#> 1583 2 1 1 1 1.67 1.300043e+00 2
#> 1584 2 1 1 1 0.74 5.815146e+00 2
#> 1585 2 1 1 1 0.63 5.438094e+00 2
#> 1586 2 1 1 1 0.70 4.154755e+00 2
#> 1587 2 1 1 1 2.01 2.915734e+00 2
#> 1588 2 1 1 1 1.28 8.594713e+00 2
#> 1589 2 1 1 1 0.57 4.914035e+00 2
#> 1590 2 1 -1 0 1.81 2.402029e+00 2
#> 1591 2 1 1 1 0.66 6.907897e+00 2
#> 1592 2 1 1 1 0.48 7.054217e+00 2
#> 1593 2 1 1 1 1.05 6.331150e+00 2
#> 1594 2 1 1 1 0.95 3.398436e+00 2
#> 1595 2 1 1 1 1.23 4.832586e+00 2
#> 1596 2 1 1 1 1.59 3.879695e+00 2
#> 1597 2 1 1 1 0.76 7.824520e+00 2
#> 1598 2 1 -1 0 0.91 6.710192e+00 2
#> 1599 2 1 -1 0 0.54 -1.714352e+00 1
#> 1600 2 1 1 1 0.47 7.519512e+00 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.663
#> 2 1 0.775
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 -0.0425
#> 2 1 -0.100
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0938
#> 2 2 0.140
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0191
#> 2 2 -0.0880
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 -0.0468
#> 2 1 1 0.0685
#> 3 2 0 -0.0492
#> 4 2 1 -0.0987
#>
#>
# }