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 0.50 -1.6244721 1
#> 2 1 -1 1 0 0.70 -4.3309647 1
#> 3 1 -1 1 0 0.68 -3.3580306 1
#> 4 1 -1 -1 1 0.68 0.8472435 2
#> 5 1 -1 1 0 0.94 4.3344122 2
#> 6 1 -1 1 0 0.87 -4.1964971 1
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(linewidth=1.2)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
#> Warning: Removed 573 rows containing non-finite outside the scale range
#> (`stat_density()`).
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.236
#> 2 1 0 2 0.0306
#> 3 1 1 1 0.277
#> 4 1 1 2 0.114
#> 5 2 0 1 0.218
#> 6 2 0 2 0.145
# \donttest{
agg_simus$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 1 0.50 7.876691e-01 1
#> 2 1 -1 1 0 4.33 -5.986048e-01 1
#> 3 1 -1 -1 1 1.81 2.444660e-01 1
#> 4 1 -1 -1 1 1.13 -2.403449e+00 1
#> 5 1 -1 -1 1 1.18 1.560526e+00 2
#> 6 1 -1 -1 1 1.34 1.015013e+00 2
#> 7 1 -1 -1 1 1.71 -4.939927e+00 1
#> 8 1 -1 -1 1 1.07 -5.637672e+00 1
#> 9 1 -1 -1 1 0.92 2.812137e+00 2
#> 10 1 -1 -1 1 2.41 5.164180e-02 1
#> 11 1 -1 1 0 1.50 3.427162e+00 2
#> 12 1 -1 -1 1 0.41 5.295118e+00 2
#> 13 1 -1 1 0 1.33 -2.896246e-01 1
#> 14 1 -1 1 0 0.94 1.532601e+00 2
#> 15 1 -1 1 0 1.55 4.438361e+00 2
#> 16 1 -1 1 0 1.30 3.433288e-01 1
#> 17 1 -1 -1 1 1.89 6.153827e+00 2
#> 18 1 -1 -1 1 0.61 1.587470e+00 2
#> 19 1 -1 -1 1 3.78 -1.639273e+00 1
#> 20 1 -1 -1 1 1.43 -1.852633e+00 1
#> 21 1 -1 1 0 1.92 -4.072064e+00 1
#> 22 1 -1 -1 1 2.51 -5.503054e-01 1
#> 23 1 -1 -1 1 1.68 1.145224e+01 2
#> 24 1 -1 -1 1 0.36 4.526605e+00 2
#> 25 1 -1 1 0 1.54 -7.071162e-01 1
#> 26 1 -1 1 0 1.39 -3.743760e+00 1
#> 27 1 -1 1 0 0.55 -3.232255e+00 1
#> 28 1 -1 1 0 1.67 -2.862818e+00 1
#> 29 1 -1 1 0 0.32 2.958601e-01 1
#> 30 1 -1 1 0 0.40 -1.005421e-01 1
#> 31 1 -1 1 0 2.21 -7.362967e+00 1
#> 32 1 -1 1 0 2.41 -5.217380e-01 1
#> 33 1 -1 -1 1 1.98 1.123923e-01 1
#> 34 1 -1 -1 1 1.28 5.488859e+00 2
#> 35 1 -1 -1 1 2.65 -3.436679e+00 1
#> 36 1 -1 -1 1 0.43 3.811670e+00 2
#> 37 1 -1 -1 1 0.80 -3.050213e+00 1
#> 38 1 -1 1 0 1.24 3.892582e+00 2
#> 39 1 -1 -1 1 0.77 1.812541e+00 2
#> 40 1 -1 -1 1 0.99 2.624206e+00 2
#> 41 1 -1 1 0 1.09 3.901160e+00 2
#> 42 1 -1 -1 1 1.73 -8.689393e-01 1
#> 43 1 -1 -1 1 3.64 -2.558413e+00 1
#> 44 1 -1 1 0 3.05 9.734516e+00 2
#> 45 1 -1 1 0 1.46 -5.323380e+00 1
#> 46 1 -1 -1 1 1.10 5.389251e+00 2
#> 47 1 -1 -1 1 3.54 -6.566173e+00 1
#> 48 1 -1 1 0 1.10 -7.267837e-02 1
#> 49 1 -1 1 0 1.37 3.064966e+00 2
#> 50 1 -1 1 0 0.27 -2.211686e+00 1
#> 51 1 -1 -1 1 2.09 -3.270173e+00 1
#> 52 1 -1 1 0 0.32 9.614704e-01 2
#> 53 1 -1 1 0 4.22 2.202583e+00 2
#> 54 1 -1 1 0 0.38 3.572177e-02 1
#> 55 1 -1 1 0 0.67 2.461564e+00 2
#> 56 1 -1 1 0 0.68 9.620966e-01 2
#> 57 1 -1 -1 1 1.04 3.499682e+00 2
#> 58 1 -1 1 0 0.74 -4.029336e-01 1
#> 59 1 -1 -1 1 0.55 3.019529e+00 2
#> 60 1 -1 -1 1 2.00 -2.822261e+00 1
#> 61 1 -1 1 0 0.46 -6.759593e+00 1
#> 62 1 -1 -1 1 1.85 -7.447973e-01 1
#> 63 1 -1 1 0 0.48 -3.731955e+00 1
#> 64 1 -1 -1 1 1.09 2.154854e+00 2
#> 65 1 -1 1 0 1.39 2.447369e+00 2
#> 66 1 -1 -1 1 0.67 2.459523e+00 2
#> 67 1 -1 1 0 0.83 3.698654e-01 1
#> 68 1 -1 1 0 1.52 3.843371e+00 2
#> 69 1 -1 -1 1 1.80 2.552265e+00 2
#> 70 1 -1 1 0 0.79 -6.777010e-01 1
#> 71 1 -1 1 0 1.07 3.376402e-01 1
#> 72 1 -1 1 0 0.58 -1.562182e-01 1
#> 73 1 -1 1 0 3.01 -7.628172e+00 1
#> 74 1 -1 1 0 1.24 -6.425468e+00 1
#> 75 1 -1 -1 1 0.77 5.547804e+00 2
#> 76 1 -1 -1 1 0.81 -2.858684e+00 1
#> 77 1 -1 1 0 0.78 3.179188e-01 1
#> 78 1 -1 1 0 2.50 2.005317e+00 2
#> 79 1 -1 -1 1 0.38 1.301820e+00 2
#> 80 1 -1 1 0 0.25 1.730730e+00 2
#> 81 1 -1 -1 1 0.75 1.717937e+00 2
#> 82 1 -1 1 0 1.44 3.439114e-01 1
#> 83 1 -1 1 0 1.97 -3.674042e+00 1
#> 84 1 -1 1 0 1.83 9.607944e-01 2
#> 85 1 -1 -1 1 3.35 -1.439702e+00 1
#> 86 1 -1 -1 1 0.59 3.937586e+00 2
#> 87 1 -1 -1 1 1.05 3.231349e+00 2
#> 88 1 -1 -1 1 0.47 7.204762e+00 2
#> 89 1 -1 -1 1 2.32 3.776506e+00 2
#> 90 1 -1 -1 1 0.58 2.578504e+00 2
#> 91 1 -1 -1 1 1.75 1.599388e-01 1
#> 92 1 -1 -1 1 0.38 -2.747109e-01 1
#> 93 1 -1 -1 1 0.45 -7.998958e-01 1
#> 94 1 -1 1 0 1.24 -1.971731e+00 1
#> 95 1 -1 1 0 1.67 -3.090088e+00 1
#> 96 1 -1 -1 1 4.55 -5.273818e+00 1
#> 97 1 -1 1 0 4.68 2.406684e+00 2
#> 98 1 -1 -1 1 0.99 -2.209077e+00 1
#> 99 1 -1 1 0 0.55 -1.923224e+00 1
#> 100 1 -1 1 0 0.82 -3.988961e+00 1
#> 101 1 -1 1 0 0.70 7.342880e-01 1
#> 102 1 -1 1 0 0.80 -8.472222e-01 1
#> 103 1 -1 1 0 2.31 1.207197e-01 1
#> 104 1 -1 1 0 2.05 -4.630742e+00 1
#> 105 1 -1 1 0 0.99 3.641447e+00 2
#> 106 1 -1 -1 1 1.61 -3.844987e+00 1
#> 107 1 -1 1 0 2.71 -5.990020e+00 1
#> 108 1 -1 -1 1 4.81 7.444867e+00 2
#> 109 1 -1 -1 1 3.06 -6.855053e+00 1
#> 110 1 -1 1 0 1.84 8.971635e+00 2
#> 111 1 -1 -1 1 0.36 1.360885e+00 2
#> 112 1 -1 -1 1 1.70 4.905969e+00 2
#> 113 1 -1 1 0 0.33 -8.392248e-01 1
#> 114 1 -1 1 0 0.31 -3.456614e+00 1
#> 115 1 -1 1 0 0.24 -2.794777e-01 1
#> 116 1 -1 -1 1 2.69 -2.734250e+00 1
#> 117 1 -1 1 0 0.84 1.147694e-01 1
#> 118 1 -1 1 0 0.65 -3.023979e+00 1
#> 119 1 -1 1 0 1.19 -2.199685e-01 1
#> 120 1 -1 -1 1 0.56 -9.259384e-01 1
#> 121 1 -1 -1 1 0.33 5.235188e-01 1
#> 122 1 -1 -1 1 2.26 -4.866671e+00 1
#> 123 1 -1 1 0 1.46 1.555408e+00 2
#> 124 1 -1 -1 1 0.88 6.491040e+00 2
#> 125 1 -1 1 0 1.47 1.044494e+00 2
#> 126 1 -1 1 0 1.15 -1.414361e+00 1
#> 127 1 -1 1 0 3.05 2.453119e+00 2
#> 128 1 -1 -1 1 0.40 -4.672273e+00 1
#> 129 1 -1 1 0 5.35 -3.691147e+00 1
#> 130 1 -1 -1 1 2.26 1.758781e+00 2
#> 131 1 -1 -1 1 1.51 1.860307e+00 2
#> 132 1 -1 -1 1 0.75 -5.255848e-01 1
#> 133 1 -1 1 0 2.22 1.142042e+00 2
#> 134 1 -1 -1 1 1.73 3.132923e+00 2
#> 135 1 -1 1 0 1.32 4.246641e+00 2
#> 136 1 -1 1 0 0.50 4.837799e+00 2
#> 137 1 -1 -1 1 1.18 -2.714918e-01 1
#> 138 1 -1 -1 1 2.47 8.313886e-01 2
#> 139 1 -1 -1 1 3.77 -3.433251e+00 1
#> 140 1 -1 1 0 2.32 4.845563e+00 2
#> 141 1 -1 -1 1 0.90 3.512610e+00 2
#> 142 1 -1 -1 1 2.55 -7.040490e+00 1
#> 143 1 -1 1 0 0.90 1.633538e+00 2
#> 144 1 -1 -1 1 0.87 1.559612e+00 2
#> 145 1 -1 1 0 1.11 1.847356e-01 1
#> 146 1 -1 1 0 1.48 1.741310e+00 2
#> 147 1 -1 1 0 0.36 6.066177e-01 1
#> 148 1 -1 1 0 0.89 -1.758114e+00 1
#> 149 1 -1 1 0 0.41 1.973772e+00 2
#> 150 1 -1 -1 1 0.58 -2.363253e+00 1
#> 151 1 -1 1 0 0.24 3.272450e+00 2
#> 152 1 -1 -1 1 2.31 2.607895e+00 2
#> 153 1 -1 1 0 0.86 6.146846e+00 2
#> 154 1 -1 -1 1 0.54 -1.207725e+00 1
#> 155 1 -1 1 0 0.89 4.492525e-01 1
#> 156 1 -1 1 0 1.61 -6.985557e-01 1
#> 157 1 -1 1 0 0.62 2.210180e+00 2
#> 158 1 -1 -1 1 0.87 2.834364e+00 2
#> 159 1 -1 -1 1 0.99 3.148020e+00 2
#> 160 1 -1 1 0 0.55 -2.166401e+00 1
#> 161 1 -1 -1 1 1.40 5.285520e+00 2
#> 162 1 -1 -1 1 2.22 -7.968514e-01 1
#> 163 1 -1 1 0 0.92 -1.062007e+00 1
#> 164 1 -1 -1 1 2.76 4.344334e+00 2
#> 165 1 -1 -1 1 1.57 -2.941968e+00 1
#> 166 1 -1 1 0 0.75 7.495911e+00 2
#> 167 1 -1 -1 1 0.50 2.810614e+00 2
#> 168 1 -1 1 0 0.58 -5.393905e-02 1
#> 169 1 -1 1 0 2.64 -5.388982e+00 1
#> 170 1 -1 1 0 1.09 -3.953482e-01 1
#> 171 1 -1 1 0 0.39 -2.299542e-01 1
#> 172 1 -1 -1 1 0.71 1.439396e+00 2
#> 173 1 -1 1 0 0.32 6.644931e-01 1
#> 174 1 -1 -1 1 1.21 -5.182785e+00 1
#> 175 1 -1 1 0 1.08 4.819721e+00 2
#> 176 1 -1 1 0 1.05 3.810647e-01 1
#> 177 1 -1 1 0 1.96 2.080666e+00 2
#> 178 1 -1 1 0 1.50 2.133705e+00 2
#> 179 1 -1 -1 1 1.10 4.036827e+00 2
#> 180 1 -1 1 0 0.41 -4.582884e-01 1
#> 181 1 -1 -1 1 5.56 1.082010e+01 2
#> 182 1 -1 1 0 2.07 5.059707e-01 1
#> 183 1 -1 1 0 6.62 2.847453e+00 2
#> 184 1 -1 1 0 0.48 5.804517e-01 1
#> 185 1 -1 -1 1 1.00 3.183523e+00 2
#> 186 1 -1 1 0 0.83 -3.278897e+00 1
#> 187 1 -1 1 0 0.52 -1.581086e+00 1
#> 188 1 -1 -1 1 1.17 -8.547609e-01 1
#> 189 1 -1 1 0 2.51 3.988923e-01 1
#> 190 1 -1 1 0 3.72 7.842691e+00 2
#> 191 1 -1 1 0 0.36 -8.023986e-01 1
#> 192 1 -1 1 0 0.65 2.931274e+00 2
#> 193 1 -1 1 0 2.07 9.363437e-01 2
#> 194 1 -1 -1 1 0.50 1.353017e+00 2
#> 195 1 -1 1 0 1.64 2.170771e-01 1
#> 196 1 -1 1 0 2.80 6.852980e+00 2
#> 197 1 -1 1 0 0.51 -1.954652e+00 1
#> 198 1 -1 1 0 0.58 1.473357e+00 2
#> 199 1 -1 1 0 0.46 1.942106e+00 2
#> 200 1 -1 -1 1 0.96 2.170696e-01 1
#> 201 1 -1 -1 1 1.06 -1.802003e+00 1
#> 202 1 -1 -1 1 1.04 1.035640e+00 2
#> 203 1 -1 -1 1 0.82 8.250246e-01 2
#> 204 1 -1 -1 1 0.40 -1.271885e+00 1
#> 205 1 -1 1 0 0.41 -5.634165e+00 1
#> 206 1 -1 1 0 0.50 1.347169e+00 2
#> 207 1 -1 1 0 0.62 2.965038e+00 2
#> 208 1 -1 -1 1 4.36 5.514620e+00 2
#> 209 1 -1 1 0 1.05 -2.511757e+00 1
#> 210 1 -1 1 0 1.17 2.934816e+00 2
#> 211 1 -1 1 0 0.38 9.490083e-01 2
#> 212 1 -1 -1 1 0.77 1.692066e+00 2
#> 213 1 -1 1 0 0.35 3.046161e+00 2
#> 214 1 -1 1 0 1.93 -4.749132e+00 1
#> 215 1 -1 1 0 0.34 6.279082e+00 2
#> 216 1 -1 1 0 0.61 1.548520e+00 2
#> 217 1 -1 1 0 1.88 -1.251993e+00 1
#> 218 1 -1 -1 1 1.34 -3.681430e+00 1
#> 219 1 -1 1 0 0.60 -1.061964e+00 1
#> 220 1 -1 -1 1 1.22 -3.994546e+00 1
#> 221 1 -1 -1 1 1.20 4.882631e+00 2
#> 222 1 -1 -1 1 0.50 -2.469562e-01 1
#> 223 1 -1 1 0 0.41 4.817701e+00 2
#> 224 1 -1 1 0 0.77 -4.736019e+00 1
#> 225 1 -1 1 0 1.80 3.506598e-01 1
#> 226 1 -1 1 0 1.24 1.881661e+00 2
#> 227 1 -1 -1 1 3.10 1.480846e+00 2
#> 228 1 -1 1 0 1.10 -5.874490e+00 1
#> 229 1 -1 -1 1 4.35 -1.207770e+01 1
#> 230 1 -1 -1 1 0.67 5.548548e+00 2
#> 231 1 -1 1 0 0.96 1.955000e+00 2
#> 232 1 -1 -1 1 1.28 3.749304e-01 1
#> 233 1 -1 1 0 1.18 -4.761369e+00 1
#> 234 1 -1 1 0 1.52 -3.036274e+00 1
#> 235 1 -1 1 0 0.36 -3.342264e+00 1
#> 236 1 -1 1 0 1.58 5.764553e+00 2
#> 237 1 -1 -1 1 0.53 4.386664e-01 1
#> 238 1 -1 1 0 0.68 -2.310424e+00 1
#> 239 1 -1 1 0 0.30 5.463471e+00 2
#> 240 1 -1 1 0 0.31 3.328227e-01 1
#> 241 1 -1 -1 1 1.81 -3.764146e+00 1
#> 242 1 -1 -1 1 2.28 3.847795e+00 2
#> 243 1 -1 1 0 1.36 5.304018e-01 1
#> 244 1 -1 -1 1 1.32 1.737749e+00 2
#> 245 1 -1 -1 1 4.02 1.960028e+00 2
#> 246 1 -1 1 0 0.80 -1.379023e+00 1
#> 247 1 -1 -1 1 1.44 -1.588946e+00 1
#> 248 1 -1 1 0 0.88 4.078972e+00 2
#> 249 1 -1 -1 1 0.88 5.922533e+00 2
#> 250 1 -1 -1 1 0.31 3.990523e+00 2
#> 251 1 -1 1 0 1.65 -2.344528e-01 1
#> 252 1 -1 -1 1 0.46 -3.431288e-01 1
#> 253 1 -1 1 0 0.89 5.645900e-01 1
#> 254 1 -1 -1 1 1.68 2.475352e+00 2
#> 255 1 -1 1 0 0.36 -4.459466e-01 1
#> 256 1 -1 1 0 1.56 -5.823400e+00 1
#> 257 1 -1 1 0 1.56 6.218246e+00 2
#> 258 1 -1 -1 1 0.55 1.613891e+00 2
#> 259 1 -1 1 0 1.50 2.659234e+00 2
#> 260 1 -1 -1 1 1.55 2.724060e+00 2
#> 261 1 -1 1 0 0.86 2.546086e+00 2
#> 262 1 -1 -1 1 1.60 1.820887e+00 2
#> 263 1 -1 -1 1 0.77 -5.567736e-01 1
#> 264 1 -1 1 0 2.13 -8.113491e-01 1
#> 265 1 -1 1 0 0.75 2.545434e+00 2
#> 266 1 -1 1 0 0.64 -3.625273e+00 1
#> 267 1 -1 1 0 0.99 -1.215570e+00 1
#> 268 1 -1 -1 1 2.34 2.123273e+00 2
#> 269 1 -1 1 0 0.28 1.063657e+00 2
#> 270 1 -1 1 0 0.80 -2.951735e+00 1
#> 271 1 -1 -1 1 1.50 -4.965458e-02 1
#> 272 1 -1 1 0 1.24 4.325743e+00 2
#> 273 1 -1 -1 1 2.23 -5.225422e+00 1
#> 274 1 -1 -1 1 0.26 4.155658e+00 2
#> 275 1 -1 -1 1 1.50 -5.312654e+00 1
#> 276 1 -1 1 0 1.12 2.461762e+00 2
#> 277 1 -1 1 0 1.52 1.713403e+00 2
#> 278 1 -1 -1 1 0.66 3.312152e+00 2
#> 279 1 -1 -1 1 2.05 -2.587713e+00 1
#> 280 1 -1 -1 1 0.30 4.206355e-01 1
#> 281 1 -1 -1 1 1.99 3.772922e+00 2
#> 282 1 -1 1 0 1.99 9.134777e+00 2
#> 283 1 -1 1 0 0.84 -6.901000e-01 1
#> 284 1 -1 -1 1 1.94 8.584763e+00 2
#> 285 1 -1 -1 1 1.13 -2.553094e+00 1
#> 286 1 -1 1 0 3.83 1.557538e+00 2
#> 287 1 -1 -1 1 0.84 8.327169e-01 2
#> 288 1 -1 1 0 2.29 8.102602e-01 2
#> 289 1 -1 1 0 0.55 -1.172844e+00 1
#> 290 1 -1 1 0 1.53 -2.084328e+00 1
#> 291 1 -1 -1 1 0.59 2.978201e+00 2
#> 292 1 -1 1 0 2.31 4.679224e+00 2
#> 293 1 -1 1 0 0.19 1.932720e+00 2
#> 294 1 -1 -1 1 1.75 5.634463e+00 2
#> 295 1 -1 -1 1 1.52 2.458409e+00 2
#> 296 1 -1 1 0 1.69 6.183115e+00 2
#> 297 1 -1 -1 1 1.36 3.661901e+00 2
#> 298 1 -1 -1 1 4.37 7.164317e+00 2
#> 299 1 -1 -1 1 1.31 -1.211692e+00 1
#> 300 1 -1 1 0 0.64 3.513328e+00 2
#> 301 1 -1 -1 1 0.69 -1.401849e+00 1
#> 302 1 -1 1 0 0.45 5.106479e+00 2
#> 303 1 -1 1 0 0.59 3.054240e+00 2
#> 304 1 -1 1 0 0.99 7.101910e-01 1
#> 305 1 -1 -1 1 0.43 1.307289e+00 2
#> 306 1 -1 1 0 1.75 3.722857e+00 2
#> 307 1 -1 -1 1 2.55 -3.595640e+00 1
#> 308 1 -1 -1 1 1.34 -2.285366e+00 1
#> 309 1 -1 -1 1 2.84 -2.773973e+00 1
#> 310 1 -1 -1 1 1.08 -2.335161e+00 1
#> 311 1 -1 -1 1 0.97 -2.036923e+00 1
#> 312 1 -1 1 0 4.70 -1.050366e+00 1
#> 313 1 -1 -1 1 2.75 -1.867408e-01 1
#> 314 1 -1 1 0 1.24 -3.211694e+00 1
#> 315 1 -1 -1 1 0.85 -4.405464e-02 1
#> 316 1 -1 -1 1 2.05 -1.966112e+00 1
#> 317 1 -1 1 0 0.68 -4.135481e-01 1
#> 318 1 -1 -1 1 0.93 -1.364181e+00 1
#> 319 1 -1 1 0 1.67 -8.236053e-01 1
#> 320 1 -1 1 0 0.64 7.781702e-01 1
#> 321 1 -1 1 0 0.68 1.013577e+00 2
#> 322 1 -1 -1 1 1.07 7.268110e+00 2
#> 323 1 -1 -1 1 1.06 4.741371e+00 2
#> 324 1 -1 -1 1 0.79 -3.727568e+00 1
#> 325 1 -1 -1 1 0.64 1.764118e-01 1
#> 326 1 -1 1 0 0.25 -2.564593e+00 1
#> 327 1 -1 -1 1 1.79 9.073755e-01 2
#> 328 1 -1 -1 1 0.82 -3.397102e+00 1
#> 329 1 -1 -1 1 2.46 5.509674e+00 2
#> 330 1 -1 -1 1 0.77 -4.018963e-01 1
#> 331 1 -1 -1 1 2.43 -1.821219e+00 1
#> 332 1 -1 1 0 0.41 -3.975202e-01 1
#> 333 1 -1 1 0 0.95 2.225528e-01 1
#> 334 1 -1 1 0 2.56 -2.455958e+00 1
#> 335 1 -1 1 0 2.93 4.955013e+00 2
#> 336 1 -1 -1 1 1.22 1.657112e+00 2
#> 337 1 -1 -1 1 0.70 2.457326e-02 1
#> 338 1 -1 -1 1 1.46 5.162881e+00 2
#> 339 1 -1 1 0 0.63 -2.342181e+00 1
#> 340 1 -1 1 0 2.31 3.780061e+00 2
#> 341 1 -1 -1 1 2.11 2.445445e+00 2
#> 342 1 -1 1 0 0.34 -2.289927e+00 1
#> 343 1 -1 1 0 1.65 2.581867e-02 1
#> 344 1 -1 1 0 0.94 6.112503e+00 2
#> 345 1 -1 1 0 0.56 3.358349e+00 2
#> 346 1 -1 -1 1 0.67 3.879667e+00 2
#> 347 1 -1 1 0 0.37 2.292147e-01 1
#> 348 1 -1 -1 1 1.67 -4.543963e+00 1
#> 349 1 -1 -1 1 1.25 -2.786941e+00 1
#> 350 1 -1 -1 1 3.10 2.179608e+00 2
#> 351 1 -1 -1 1 2.23 -1.920168e+00 1
#> 352 1 -1 1 0 1.70 5.968095e+00 2
#> 353 1 -1 -1 1 1.27 4.630404e+00 2
#> 354 1 -1 1 0 0.46 9.385225e-01 2
#> 355 1 -1 1 0 0.41 3.699911e+00 2
#> 356 1 -1 1 0 0.39 9.379134e-01 2
#> 357 1 -1 1 0 0.58 4.426008e+00 2
#> 358 1 -1 1 0 0.31 7.476623e-01 1
#> 359 1 -1 -1 1 2.30 -4.454695e+00 1
#> 360 1 -1 -1 1 1.16 -6.338393e+00 1
#> 361 1 -1 1 0 1.10 2.341368e+00 2
#> 362 1 -1 -1 1 0.50 2.510703e+00 2
#> 363 1 -1 1 0 1.38 -1.080358e+00 1
#> 364 1 -1 -1 1 0.67 -2.893772e+00 1
#> 365 1 -1 1 0 0.39 1.606718e-01 1
#> 366 1 -1 1 0 2.07 -2.595456e+00 1
#> 367 1 -1 -1 1 0.87 3.455971e+00 2
#> 368 1 -1 -1 1 1.52 4.566856e+00 2
#> 369 1 -1 1 0 0.35 1.878249e+00 2
#> 370 1 -1 -1 1 1.73 1.002455e+00 2
#> 371 1 -1 1 0 0.45 1.446004e+00 2
#> 372 1 -1 1 0 0.71 4.760275e+00 2
#> 373 1 -1 1 0 1.05 -1.058568e+00 1
#> 374 1 -1 1 0 0.81 -2.767818e+00 1
#> 375 1 -1 1 0 0.32 6.038400e+00 2
#> 376 1 -1 1 0 3.07 3.389995e-01 1
#> 377 1 -1 1 0 3.31 3.659185e+00 2
#> 378 1 -1 -1 1 0.70 1.063759e+00 2
#> 379 1 -1 -1 1 2.14 3.550531e+00 2
#> 380 1 -1 -1 1 1.10 4.198975e+00 2
#> 381 1 -1 1 0 1.30 -4.291328e-02 1
#> 382 1 -1 1 0 2.91 6.081498e+00 2
#> 383 1 -1 1 0 1.90 -4.280447e-01 1
#> 384 1 -1 1 0 1.55 2.482377e+00 2
#> 385 1 -1 -1 1 0.47 -2.021236e-01 1
#> 386 1 -1 1 0 1.60 -3.707168e+00 1
#> 387 1 -1 -1 1 0.92 2.909869e+00 2
#> 388 1 -1 -1 1 1.72 -3.715217e-01 1
#> 389 1 -1 -1 1 1.07 1.343738e+00 2
#> 390 1 -1 1 0 2.33 -3.698972e+00 1
#> 391 1 -1 -1 1 2.34 2.271600e+00 2
#> 392 1 -1 -1 1 0.79 5.071288e+00 2
#> 393 1 -1 1 0 0.92 4.492789e+00 2
#> 394 1 -1 -1 1 0.48 3.140088e+00 2
#> 395 1 -1 -1 1 1.03 -1.176742e+00 1
#> 396 1 -1 1 0 0.19 -3.897346e-02 1
#> 397 1 -1 1 0 0.71 1.979234e+00 2
#> 398 1 -1 -1 1 0.72 -3.412887e+00 1
#> 399 1 -1 1 0 0.66 -3.776070e+00 1
#> 400 1 -1 -1 1 1.62 4.489188e+00 2
#> 401 2 -1 -1 1 0.49 2.089565e+00 2
#> 402 2 -1 -1 1 0.57 1.518753e+00 2
#> 403 2 -1 1 0 2.62 9.968124e+00 2
#> 404 2 -1 -1 1 1.55 -1.205956e+00 1
#> 405 2 -1 -1 1 1.01 4.822199e+00 2
#> 406 2 -1 -1 1 1.71 6.376907e+00 2
#> 407 2 -1 1 0 0.56 6.807536e+00 2
#> 408 2 -1 1 0 1.68 5.465761e+00 2
#> 409 2 -1 1 0 1.57 -2.632141e-02 1
#> 410 2 -1 -1 1 0.52 2.509306e+00 2
#> 411 2 -1 -1 1 1.37 2.225856e+00 2
#> 412 2 -1 1 0 1.10 9.762334e-01 2
#> 413 2 -1 1 0 0.83 2.147986e+00 2
#> 414 2 -1 -1 1 0.82 6.984662e+00 2
#> 415 2 -1 -1 1 1.35 2.959997e+00 2
#> 416 2 -1 1 0 1.23 2.828347e+00 2
#> 417 2 -1 -1 1 0.69 4.259579e+00 2
#> 418 2 -1 -1 1 3.96 -3.105336e+00 1
#> 419 2 -1 -1 1 0.90 4.844133e+00 2
#> 420 2 -1 -1 1 0.53 8.346224e+00 2
#> 421 2 -1 1 0 4.45 6.186099e+00 2
#> 422 2 -1 1 0 1.01 6.695227e+00 2
#> 423 2 -1 1 0 1.32 5.478317e+00 2
#> 424 2 -1 1 0 0.45 5.745913e+00 2
#> 425 2 -1 -1 1 0.92 3.342609e+00 2
#> 426 2 -1 -1 1 2.35 6.869247e+00 2
#> 427 2 -1 -1 1 1.84 7.850531e+00 2
#> 428 2 -1 -1 1 2.18 7.489019e+00 2
#> 429 2 -1 -1 1 0.97 7.547775e+00 2
#> 430 2 -1 -1 1 0.82 1.933123e+00 2
#> 431 2 -1 -1 1 0.77 1.460534e+00 2
#> 432 2 -1 -1 1 0.61 2.196622e+00 2
#> 433 2 -1 -1 1 0.30 5.314715e+00 2
#> 434 2 -1 -1 1 1.47 8.365628e+00 2
#> 435 2 -1 1 0 0.82 5.918709e+00 2
#> 436 2 -1 -1 1 0.71 3.806275e+00 2
#> 437 2 -1 -1 1 0.73 5.161636e+00 2
#> 438 2 -1 1 0 0.77 2.439557e+00 2
#> 439 2 -1 -1 1 1.10 5.345795e+00 2
#> 440 2 -1 -1 1 1.19 4.151814e+00 2
#> 441 2 -1 -1 1 0.80 -2.956573e+00 1
#> 442 2 -1 -1 1 1.22 3.245150e+00 2
#> 443 2 -1 1 0 6.40 -1.128396e+00 1
#> 444 2 -1 1 0 1.04 2.699193e+00 2
#> 445 2 -1 -1 1 0.63 1.694641e-01 1
#> 446 2 -1 -1 1 0.31 5.906451e+00 2
#> 447 2 -1 1 0 0.86 1.049345e+00 2
#> 448 2 -1 -1 1 2.00 5.450672e+00 2
#> 449 2 -1 -1 1 2.28 5.910042e+00 2
#> 450 2 -1 -1 1 0.34 4.666570e+00 2
#> 451 2 -1 -1 1 0.77 1.581208e+00 2
#> 452 2 -1 1 0 1.97 2.636661e+00 2
#> 453 2 -1 -1 1 0.90 2.233238e+00 2
#> 454 2 -1 -1 1 0.51 8.334671e+00 2
#> 455 2 -1 -1 1 1.01 3.488180e+00 2
#> 456 2 -1 1 0 1.42 3.451345e+00 2
#> 457 2 -1 -1 1 1.46 1.097492e+01 2
#> 458 2 -1 -1 1 1.95 6.170063e+00 2
#> 459 2 -1 1 0 0.47 1.597151e-01 1
#> 460 2 -1 1 0 1.67 2.882079e+00 2
#> 461 2 -1 -1 1 0.95 3.003282e+00 2
#> 462 2 -1 1 0 3.46 3.753163e+00 2
#> 463 2 -1 1 0 1.85 1.169359e+01 2
#> 464 2 -1 -1 1 0.93 3.682050e-01 1
#> 465 2 -1 -1 1 0.60 3.813587e+00 2
#> 466 2 -1 1 0 2.31 4.528408e+00 2
#> 467 2 -1 -1 1 0.57 3.482751e+00 2
#> 468 2 -1 -1 1 3.54 7.606846e+00 2
#> 469 2 -1 -1 1 1.50 5.972669e-02 1
#> 470 2 -1 -1 1 0.97 -3.214414e-01 1
#> 471 2 -1 -1 1 1.05 5.880092e+00 2
#> 472 2 -1 -1 1 0.47 2.651022e+00 2
#> 473 2 -1 -1 1 1.92 7.875946e+00 2
#> 474 2 -1 -1 1 0.83 -1.518715e-01 1
#> 475 2 -1 -1 1 0.91 2.693055e+00 2
#> 476 2 -1 -1 1 1.24 2.343189e+00 2
#> 477 2 -1 -1 1 0.51 -8.210287e-01 1
#> 478 2 -1 -1 1 1.15 1.638721e+00 2
#> 479 2 -1 -1 1 0.70 3.217044e+00 2
#> 480 2 -1 1 0 0.71 5.573010e+00 2
#> 481 2 -1 -1 1 1.92 7.731478e+00 2
#> 482 2 -1 -1 1 0.69 3.000040e+00 2
#> 483 2 -1 -1 1 0.48 5.204092e+00 2
#> 484 2 -1 -1 1 0.70 2.180157e+00 2
#> 485 2 -1 -1 1 1.23 2.498165e+00 2
#> 486 2 -1 -1 1 0.51 3.777789e-01 1
#> 487 2 -1 -1 1 1.16 1.438364e+00 2
#> 488 2 -1 1 0 1.68 3.156985e+00 2
#> 489 2 -1 -1 1 0.31 1.317563e+00 2
#> 490 2 -1 -1 1 0.39 9.776285e-01 2
#> 491 2 -1 -1 1 1.93 7.858655e-01 1
#> 492 2 -1 -1 1 0.53 5.185878e+00 2
#> 493 2 -1 1 0 1.96 5.203323e+00 2
#> 494 2 -1 -1 1 1.46 4.119844e-01 1
#> 495 2 -1 -1 1 2.89 1.256856e+01 2
#> 496 2 -1 -1 1 1.95 1.107442e+00 2
#> 497 2 -1 -1 1 2.37 1.540166e+00 2
#> 498 2 -1 -1 1 0.52 3.987114e+00 2
#> 499 2 -1 -1 1 1.35 4.270081e+00 2
#> 500 2 -1 -1 1 0.83 1.993002e+00 2
#> 501 2 -1 -1 1 1.27 2.855323e+00 2
#> 502 2 -1 -1 1 1.18 4.656524e+00 2
#> 503 2 -1 -1 1 2.11 -5.554937e+00 1
#> 504 2 -1 -1 1 2.53 4.140339e+00 2
#> 505 2 -1 -1 1 0.67 1.957569e+00 2
#> 506 2 -1 -1 1 1.88 7.089855e+00 2
#> 507 2 -1 -1 1 1.35 1.314927e+01 2
#> 508 2 -1 -1 1 0.66 3.423400e+00 2
#> 509 2 -1 -1 1 0.71 4.532432e+00 2
#> 510 2 -1 -1 1 3.60 5.671862e-01 1
#> 511 2 -1 -1 1 1.59 2.558515e+00 2
#> 512 2 -1 -1 1 1.84 1.699034e+00 2
#> 513 2 -1 1 0 1.44 1.064522e+01 2
#> 514 2 -1 1 0 1.41 9.712090e+00 2
#> 515 2 -1 -1 1 1.52 3.176890e+00 2
#> 516 2 -1 -1 1 1.27 -2.829876e+00 1
#> 517 2 -1 -1 1 2.46 4.020387e+00 2
#> 518 2 -1 -1 1 3.58 3.893161e+00 2
#> 519 2 -1 -1 1 0.81 4.934705e+00 2
#> 520 2 -1 1 0 2.21 6.413461e+00 2
#> 521 2 -1 -1 1 1.90 2.603804e+00 2
#> 522 2 -1 1 0 0.69 3.118702e+00 2
#> 523 2 -1 -1 1 0.77 -9.640680e-01 1
#> 524 2 -1 -1 1 1.90 5.272068e+00 2
#> 525 2 -1 -1 1 1.22 3.326574e+00 2
#> 526 2 -1 1 0 3.03 4.024240e+00 2
#> 527 2 -1 -1 1 1.96 1.106518e+00 2
#> 528 2 -1 -1 1 0.42 2.512920e+00 2
#> 529 2 -1 -1 1 0.85 5.819504e+00 2
#> 530 2 -1 -1 1 2.41 5.142315e+00 2
#> 531 2 -1 -1 1 1.15 9.184771e-01 2
#> 532 2 -1 -1 1 0.91 4.591826e+00 2
#> 533 2 -1 1 0 0.84 8.671336e+00 2
#> 534 2 -1 -1 1 0.27 -2.067994e+00 1
#> 535 2 -1 1 0 0.54 2.990145e+00 2
#> 536 2 -1 -1 1 1.09 3.403805e+00 2
#> 537 2 -1 -1 1 1.74 8.521478e+00 2
#> 538 2 -1 -1 1 1.99 3.589972e+00 2
#> 539 2 -1 -1 1 0.31 3.468698e+00 2
#> 540 2 -1 -1 1 1.88 4.346519e+00 2
#> 541 2 -1 -1 1 3.61 3.374659e+00 2
#> 542 2 -1 -1 1 0.80 5.159102e+00 2
#> 543 2 -1 -1 1 1.23 6.010343e+00 2
#> 544 2 -1 1 0 0.81 5.253229e+00 2
#> 545 2 -1 1 0 0.47 -1.141010e+00 1
#> 546 2 -1 -1 1 0.78 2.988315e+00 2
#> 547 2 -1 -1 1 0.71 3.523458e+00 2
#> 548 2 -1 1 0 2.20 9.696993e+00 2
#> 549 2 -1 -1 1 1.04 5.440253e+00 2
#> 550 2 -1 -1 1 3.93 -2.553134e-01 1
#> 551 2 -1 1 0 1.70 -2.039057e+00 1
#> 552 2 -1 -1 1 1.06 3.157835e+00 2
#> 553 2 -1 -1 1 2.41 2.235427e+00 2
#> 554 2 -1 -1 1 0.93 5.390658e+00 2
#> 555 2 -1 1 0 2.54 2.897765e+00 2
#> 556 2 -1 -1 1 2.04 1.042705e+01 2
#> 557 2 -1 -1 1 1.59 6.718472e-01 1
#> 558 2 -1 -1 1 2.18 4.514805e+00 2
#> 559 2 -1 1 0 1.67 1.370515e+00 2
#> 560 2 -1 -1 1 1.54 1.999584e+00 2
#> 561 2 -1 -1 1 0.59 1.577076e+00 2
#> 562 2 -1 1 0 2.06 1.300955e+00 2
#> 563 2 -1 -1 1 1.46 1.184726e+00 2
#> 564 2 -1 -1 1 0.60 5.802229e+00 2
#> 565 2 -1 1 0 0.97 3.604189e+00 2
#> 566 2 -1 -1 1 0.50 3.388258e+00 2
#> 567 2 -1 -1 1 0.53 5.584722e+00 2
#> 568 2 -1 -1 1 1.55 6.178689e+00 2
#> 569 2 -1 -1 1 1.02 2.726085e+00 2
#> 570 2 -1 -1 1 0.31 -1.286755e+00 1
#> 571 2 -1 -1 1 1.55 1.080435e+01 2
#> 572 2 -1 -1 1 1.36 3.096721e+00 2
#> 573 2 -1 -1 1 0.48 -2.677447e-01 1
#> 574 2 -1 -1 1 3.69 1.012531e+01 2
#> 575 2 -1 -1 1 0.35 4.988285e+00 2
#> 576 2 -1 -1 1 1.08 5.316455e+00 2
#> 577 2 -1 -1 1 1.52 8.392375e-01 2
#> 578 2 -1 -1 1 1.11 8.706973e-02 1
#> 579 2 -1 -1 1 0.56 -4.983660e-01 1
#> 580 2 -1 -1 1 0.43 4.219043e+00 2
#> 581 2 -1 -1 1 2.29 1.162108e+01 2
#> 582 2 -1 -1 1 0.80 -4.099225e-01 1
#> 583 2 -1 -1 1 0.47 2.407426e+00 2
#> 584 2 -1 -1 1 0.80 1.033246e+01 2
#> 585 2 -1 -1 1 1.00 4.544397e+00 2
#> 586 2 -1 -1 1 2.22 3.742497e+00 2
#> 587 2 -1 -1 1 0.69 1.077655e-01 1
#> 588 2 -1 -1 1 1.51 5.601532e+00 2
#> 589 2 -1 -1 1 1.07 6.401068e+00 2
#> 590 2 -1 -1 1 2.12 -9.049112e-02 1
#> 591 2 -1 -1 1 0.82 4.078135e+00 2
#> 592 2 -1 -1 1 1.25 7.225353e+00 2
#> 593 2 -1 -1 1 0.72 1.686599e+00 2
#> 594 2 -1 -1 1 1.58 7.200365e+00 2
#> 595 2 -1 -1 1 0.87 3.376781e+00 2
#> 596 2 -1 -1 1 0.50 -3.271331e+00 1
#> 597 2 -1 1 0 1.26 2.622750e+00 2
#> 598 2 -1 -1 1 1.17 3.181597e+00 2
#> 599 2 -1 -1 1 0.60 2.972215e+00 2
#> 600 2 -1 -1 1 0.39 5.172017e+00 2
#> 601 2 -1 -1 1 0.49 2.506165e+00 2
#> 602 2 -1 -1 1 0.62 2.559416e+00 2
#> 603 2 -1 -1 1 1.58 4.650163e+00 2
#> 604 2 -1 -1 1 1.16 6.135641e+00 2
#> 605 2 -1 -1 1 0.74 7.245883e+00 2
#> 606 2 -1 -1 1 0.76 7.286770e+00 2
#> 607 2 -1 -1 1 1.60 4.995708e+00 2
#> 608 2 -1 -1 1 0.80 3.378412e+00 2
#> 609 2 -1 -1 1 0.63 5.798519e+00 2
#> 610 2 -1 -1 1 1.53 6.841536e+00 2
#> 611 2 -1 -1 1 1.39 2.547353e+00 2
#> 612 2 -1 -1 1 2.18 4.201941e+00 2
#> 613 2 -1 -1 1 0.82 9.247727e+00 2
#> 614 2 -1 -1 1 1.19 3.936324e+00 2
#> 615 2 -1 -1 1 0.28 -5.842644e-01 1
#> 616 2 -1 -1 1 0.75 5.495711e+00 2
#> 617 2 -1 -1 1 1.18 2.666157e+00 2
#> 618 2 -1 1 0 1.54 -1.390554e+00 1
#> 619 2 -1 1 0 0.34 4.300401e+00 2
#> 620 2 -1 -1 1 2.47 1.905826e+00 2
#> 621 2 -1 -1 1 2.44 1.400336e+00 2
#> 622 2 -1 -1 1 0.65 5.420816e+00 2
#> 623 2 -1 -1 1 0.56 4.254615e+00 2
#> 624 2 -1 -1 1 0.36 1.065407e+00 2
#> 625 2 -1 1 0 1.51 -2.682557e+00 1
#> 626 2 -1 -1 1 3.04 2.278043e+00 2
#> 627 2 -1 -1 1 1.79 1.083460e+00 2
#> 628 2 -1 -1 1 0.56 2.493500e+00 2
#> 629 2 -1 -1 1 0.56 2.969548e+00 2
#> 630 2 -1 -1 1 0.47 6.100608e+00 2
#> 631 2 -1 -1 1 1.46 1.250233e+00 2
#> 632 2 -1 1 0 1.43 5.102612e+00 2
#> 633 2 -1 -1 1 0.29 5.674764e+00 2
#> 634 2 -1 1 0 0.38 6.510005e+00 2
#> 635 2 -1 -1 1 1.33 3.083583e+00 2
#> 636 2 -1 1 0 2.10 7.876608e+00 2
#> 637 2 -1 -1 1 0.60 4.676328e+00 2
#> 638 2 -1 -1 1 4.20 1.139657e-01 1
#> 639 2 -1 -1 1 2.67 5.295419e+00 2
#> 640 2 -1 1 0 0.32 4.650116e+00 2
#> 641 2 -1 -1 1 1.17 8.906652e+00 2
#> 642 2 -1 -1 1 1.42 5.946476e+00 2
#> 643 2 -1 -1 1 1.37 3.078659e+00 2
#> 644 2 -1 -1 1 0.82 7.324055e+00 2
#> 645 2 -1 -1 1 4.78 8.945135e+00 2
#> 646 2 -1 -1 1 0.95 -2.834398e+00 1
#> 647 2 -1 1 0 0.62 4.966312e+00 2
#> 648 2 -1 -1 1 0.31 3.205191e+00 2
#> 649 2 -1 -1 1 0.49 2.201699e+00 2
#> 650 2 -1 -1 1 1.84 6.589142e+00 2
#> 651 2 -1 1 0 1.33 6.584986e-01 1
#> 652 2 -1 -1 1 1.60 6.372709e+00 2
#> 653 2 -1 -1 1 0.53 3.946881e+00 2
#> 654 2 -1 -1 1 2.08 8.906436e+00 2
#> 655 2 -1 -1 1 0.54 4.865230e+00 2
#> 656 2 -1 -1 1 1.03 5.518697e+00 2
#> 657 2 -1 -1 1 0.36 7.379857e+00 2
#> 658 2 -1 -1 1 0.34 3.097740e+00 2
#> 659 2 -1 -1 1 0.74 2.906112e+00 2
#> 660 2 -1 1 0 1.67 8.211533e+00 2
#> 661 2 -1 -1 1 0.36 -1.699068e+00 1
#> 662 2 -1 -1 1 0.56 1.503769e+00 2
#> 663 2 -1 -1 1 0.98 3.393303e+00 2
#> 664 2 -1 -1 1 0.52 1.082198e+00 2
#> 665 2 -1 1 0 1.22 8.735565e+00 2
#> 666 2 -1 -1 1 3.79 6.951742e-01 1
#> 667 2 -1 1 0 1.38 7.199439e+00 2
#> 668 2 -1 -1 1 0.52 4.198362e+00 2
#> 669 2 -1 -1 1 1.30 4.422957e+00 2
#> 670 2 -1 1 0 2.23 5.735791e+00 2
#> 671 2 -1 -1 1 1.45 7.271999e+00 2
#> 672 2 -1 -1 1 0.67 4.650486e+00 2
#> 673 2 -1 -1 1 0.63 5.428849e+00 2
#> 674 2 -1 -1 1 0.70 1.661169e+00 2
#> 675 2 -1 -1 1 0.93 8.297342e+00 2
#> 676 2 -1 -1 1 0.76 5.220569e+00 2
#> 677 2 -1 -1 1 0.67 4.075603e+00 2
#> 678 2 -1 1 0 1.26 -3.048508e+00 1
#> 679 2 -1 -1 1 1.90 5.912680e+00 2
#> 680 2 -1 -1 1 0.75 3.659400e+00 2
#> 681 2 -1 -1 1 0.66 3.803296e-02 1
#> 682 2 -1 -1 1 1.23 7.881632e+00 2
#> 683 2 -1 -1 1 1.04 4.716996e+00 2
#> 684 2 -1 -1 1 1.12 8.051716e+00 2
#> 685 2 -1 -1 1 2.47 4.609021e+00 2
#> 686 2 -1 -1 1 3.25 1.477868e+01 2
#> 687 2 -1 -1 1 0.77 6.208598e+00 2
#> 688 2 -1 1 0 4.83 7.559395e+00 2
#> 689 2 -1 1 0 3.55 3.662293e+00 2
#> 690 2 -1 1 0 0.70 9.617813e-01 2
#> 691 2 -1 -1 1 0.49 6.280085e+00 2
#> 692 2 -1 -1 1 2.16 6.452295e+00 2
#> 693 2 -1 1 0 2.41 5.612517e+00 2
#> 694 2 -1 -1 1 0.97 -2.453456e-01 1
#> 695 2 -1 1 0 0.41 1.850593e+00 2
#> 696 2 -1 -1 1 0.72 2.469666e+00 2
#> 697 2 -1 -1 1 1.22 7.988958e+00 2
#> 698 2 -1 -1 1 0.92 6.312487e+00 2
#> 699 2 -1 -1 1 0.31 7.327194e+00 2
#> 700 2 -1 -1 1 0.68 2.937208e+00 2
#> 701 2 -1 -1 1 0.75 7.445957e-01 1
#> 702 2 -1 -1 1 0.89 -4.332104e-01 1
#> 703 2 -1 -1 1 0.83 5.626495e+00 2
#> 704 2 -1 -1 1 0.45 4.074191e+00 2
#> 705 2 -1 -1 1 2.56 1.886536e+00 2
#> 706 2 -1 -1 1 0.39 3.546607e+00 2
#> 707 2 -1 -1 1 0.72 4.675727e+00 2
#> 708 2 -1 -1 1 0.96 6.382119e+00 2
#> 709 2 -1 -1 1 0.36 2.696529e+00 2
#> 710 2 -1 -1 1 0.99 5.096686e+00 2
#> 711 2 -1 -1 1 2.42 8.171048e+00 2
#> 712 2 -1 -1 1 0.50 5.173567e+00 2
#> 713 2 -1 -1 1 0.78 6.434496e+00 2
#> 714 2 -1 -1 1 0.83 3.710746e+00 2
#> 715 2 -1 -1 1 0.61 6.970239e+00 2
#> 716 2 -1 -1 1 1.35 7.790043e+00 2
#> 717 2 -1 1 0 1.32 1.083630e+01 2
#> 718 2 -1 -1 1 1.46 3.524780e+00 2
#> 719 2 -1 -1 1 0.56 1.073051e+00 2
#> 720 2 -1 -1 1 0.61 3.658147e+00 2
#> 721 2 -1 1 0 1.05 1.393714e+00 2
#> 722 2 -1 -1 1 2.06 1.670496e+00 2
#> 723 2 -1 -1 1 1.12 8.873503e+00 2
#> 724 2 -1 -1 1 1.39 2.057402e+00 2
#> 725 2 -1 -1 1 1.25 5.568260e+00 2
#> 726 2 -1 1 0 0.37 3.847825e+00 2
#> 727 2 -1 1 0 0.55 5.450166e+00 2
#> 728 2 -1 1 0 1.24 9.441001e+00 2
#> 729 2 -1 1 0 1.78 3.191284e+00 2
#> 730 2 -1 -1 1 3.02 3.066955e+00 2
#> 731 2 -1 -1 1 0.34 3.537980e+00 2
#> 732 2 -1 -1 1 0.99 2.271763e+00 2
#> 733 2 -1 -1 1 10.94 1.620810e+01 2
#> 734 2 -1 -1 1 1.58 1.610097e-01 1
#> 735 2 -1 -1 1 0.87 4.649954e+00 2
#> 736 2 -1 -1 1 0.31 1.150613e+00 2
#> 737 2 -1 -1 1 0.48 4.085349e+00 2
#> 738 2 -1 -1 1 0.99 3.220213e+00 2
#> 739 2 -1 -1 1 0.62 3.915354e+00 2
#> 740 2 -1 1 0 1.67 5.284326e+00 2
#> 741 2 -1 -1 1 1.07 2.239836e+00 2
#> 742 2 -1 -1 1 1.26 -1.267254e+00 1
#> 743 2 -1 -1 1 0.51 4.027852e+00 2
#> 744 2 -1 -1 1 3.60 7.274570e+00 2
#> 745 2 -1 -1 1 1.21 -3.791550e+00 1
#> 746 2 -1 1 0 0.90 6.237030e+00 2
#> 747 2 -1 -1 1 3.06 9.461060e+00 2
#> 748 2 -1 -1 1 0.68 1.320429e+00 2
#> 749 2 -1 -1 1 0.93 -5.289872e-01 1
#> 750 2 -1 -1 1 1.29 2.996303e-01 1
#> 751 2 -1 1 0 1.05 -1.393002e+00 1
#> 752 2 -1 -1 1 0.67 1.273415e+00 2
#> 753 2 -1 -1 1 0.67 4.451308e+00 2
#> 754 2 -1 -1 1 1.44 9.281951e+00 2
#> 755 2 -1 1 0 1.13 2.072990e+00 2
#> 756 2 -1 -1 1 0.67 1.574860e-01 1
#> 757 2 -1 -1 1 0.76 3.558890e+00 2
#> 758 2 -1 -1 1 0.41 2.187242e+00 2
#> 759 2 -1 -1 1 1.16 5.747143e+00 2
#> 760 2 -1 1 0 0.70 3.526698e+00 2
#> 761 2 -1 -1 1 0.62 6.991790e+00 2
#> 762 2 -1 1 0 1.66 -1.473658e+00 1
#> 763 2 -1 -1 1 1.43 9.669757e+00 2
#> 764 2 -1 -1 1 0.45 3.669537e+00 2
#> 765 2 -1 -1 1 1.70 1.046681e+01 2
#> 766 2 -1 -1 1 0.45 3.913278e+00 2
#> 767 2 -1 1 0 2.10 4.491913e+00 2
#> 768 2 -1 -1 1 1.40 -4.009546e+00 1
#> 769 2 -1 -1 1 1.65 1.342717e+00 2
#> 770 2 -1 1 0 1.42 3.430742e+00 2
#> 771 2 -1 -1 1 1.08 5.006460e+00 2
#> 772 2 -1 -1 1 2.27 -1.397420e+00 1
#> 773 2 -1 -1 1 0.62 -1.461998e-01 1
#> 774 2 -1 -1 1 1.83 7.071956e+00 2
#> 775 2 -1 -1 1 0.85 3.091677e+00 2
#> 776 2 -1 -1 1 0.78 5.744972e-01 1
#> 777 2 -1 -1 1 0.85 1.376711e+00 2
#> 778 2 -1 -1 1 1.48 1.419901e+00 2
#> 779 2 -1 1 0 0.60 8.062467e+00 2
#> 780 2 -1 -1 1 0.31 3.938928e+00 2
#> 781 2 -1 -1 1 2.10 8.599568e+00 2
#> 782 2 -1 -1 1 0.82 2.452112e+00 2
#> 783 2 -1 -1 1 1.10 3.867984e+00 2
#> 784 2 -1 -1 1 0.59 5.007399e+00 2
#> 785 2 -1 -1 1 2.08 4.210456e+00 2
#> 786 2 -1 -1 1 1.08 9.243848e-01 2
#> 787 2 -1 1 0 0.30 2.011352e+00 2
#> 788 2 -1 -1 1 0.97 1.255516e+00 2
#> 789 2 -1 -1 1 1.93 2.933591e+00 2
#> 790 2 -1 1 0 0.83 6.955256e-01 1
#> 791 2 -1 -1 1 1.91 1.275144e-01 1
#> 792 2 -1 -1 1 1.53 1.106746e+01 2
#> 793 2 -1 -1 1 1.22 8.361840e+00 2
#> 794 2 -1 -1 1 0.61 3.370539e+00 2
#> 795 2 -1 -1 1 2.67 6.406195e+00 2
#> 796 2 -1 1 0 0.59 4.469274e+00 2
#> 797 2 -1 -1 1 0.37 3.705170e+00 2
#> 798 2 -1 -1 1 0.69 4.325404e+00 2
#> 799 2 -1 -1 1 1.19 4.261067e+00 2
#> 800 2 -1 -1 1 1.37 1.046305e-01 1
#> 801 1 1 1 1 0.23 -4.153920e+00 1
#> 802 1 1 -1 0 1.27 -2.422269e+00 1
#> 803 1 1 1 1 0.56 3.013350e+00 2
#> 804 1 1 1 1 0.31 -7.246333e-01 1
#> 805 1 1 -1 0 0.54 2.385624e-01 1
#> 806 1 1 1 1 0.87 3.923862e+00 2
#> 807 1 1 1 1 1.33 -9.453960e-01 1
#> 808 1 1 1 1 0.66 1.809792e+00 2
#> 809 1 1 -1 0 4.82 9.685404e+00 2
#> 810 1 1 -1 0 2.27 -2.525514e+00 1
#> 811 1 1 -1 0 1.68 -4.261201e+00 1
#> 812 1 1 1 1 2.46 -1.245329e+01 1
#> 813 1 1 -1 0 2.09 1.295941e+00 2
#> 814 1 1 1 1 0.79 8.397538e-01 2
#> 815 1 1 -1 0 7.30 1.167875e+01 2
#> 816 1 1 1 1 0.62 3.163230e+00 2
#> 817 1 1 1 1 3.33 -7.315863e-01 1
#> 818 1 1 1 1 0.92 -3.338690e-01 1
#> 819 1 1 -1 0 0.75 2.142153e+00 2
#> 820 1 1 -1 0 3.06 -1.479985e-01 1
#> 821 1 1 1 1 2.21 -6.084089e-01 1
#> 822 1 1 1 1 0.63 3.452376e-01 1
#> 823 1 1 1 1 3.45 -3.854739e-01 1
#> 824 1 1 1 1 0.69 7.718384e-01 1
#> 825 1 1 -1 0 0.81 -1.294461e+00 1
#> 826 1 1 1 1 0.45 1.075249e+00 2
#> 827 1 1 -1 0 2.14 -3.248069e+00 1
#> 828 1 1 1 1 1.00 -1.202541e-01 1
#> 829 1 1 1 1 1.47 4.822640e+00 2
#> 830 1 1 -1 0 1.09 5.618542e+00 2
#> 831 1 1 -1 0 2.80 5.481074e+00 2
#> 832 1 1 1 1 1.09 -3.044271e+00 1
#> 833 1 1 -1 0 0.84 -2.508415e-01 1
#> 834 1 1 1 1 0.61 1.800695e+00 2
#> 835 1 1 -1 0 5.56 -3.525531e-01 1
#> 836 1 1 1 1 1.13 -4.351311e+00 1
#> 837 1 1 1 1 0.31 1.886400e+00 2
#> 838 1 1 -1 0 0.79 -7.590231e-01 1
#> 839 1 1 -1 0 2.75 1.389905e+00 2
#> 840 1 1 -1 0 1.60 -3.729210e+00 1
#> 841 1 1 -1 0 0.28 3.198561e+00 2
#> 842 1 1 -1 0 0.44 -3.048389e+00 1
#> 843 1 1 -1 0 1.13 4.246064e+00 2
#> 844 1 1 -1 0 4.60 -1.407999e+00 1
#> 845 1 1 -1 0 0.46 1.139097e+01 2
#> 846 1 1 -1 0 0.26 2.722778e+00 2
#> 847 1 1 1 1 0.56 3.240849e+00 2
#> 848 1 1 1 1 2.05 -3.042791e+00 1
#> 849 1 1 1 1 0.33 -2.027683e-01 1
#> 850 1 1 1 1 0.37 -3.624271e+00 1
#> 851 1 1 1 1 0.27 2.405358e+00 2
#> 852 1 1 -1 0 1.26 -3.668079e+00 1
#> 853 1 1 1 1 0.91 5.779819e+00 2
#> 854 1 1 1 1 0.64 7.320093e-01 1
#> 855 1 1 -1 0 1.21 5.852028e+00 2
#> 856 1 1 1 1 2.17 3.227758e-01 1
#> 857 1 1 1 1 0.37 1.239881e+00 2
#> 858 1 1 1 1 0.80 -6.107398e-01 1
#> 859 1 1 -1 0 3.01 4.511793e+00 2
#> 860 1 1 -1 0 0.35 -1.618994e+00 1
#> 861 1 1 1 1 2.85 3.415673e+00 2
#> 862 1 1 1 1 0.42 5.031964e+00 2
#> 863 1 1 1 1 1.76 2.825272e+00 2
#> 864 1 1 1 1 0.42 4.381894e+00 2
#> 865 1 1 1 1 3.34 1.070469e+00 2
#> 866 1 1 1 1 0.63 -1.040048e+00 1
#> 867 1 1 1 1 1.12 4.534017e-01 1
#> 868 1 1 -1 0 2.51 -2.234362e+00 1
#> 869 1 1 1 1 1.13 -1.755609e+00 1
#> 870 1 1 1 1 0.36 -1.229652e+00 1
#> 871 1 1 1 1 1.49 6.000179e-01 1
#> 872 1 1 1 1 0.28 6.595120e-01 1
#> 873 1 1 -1 0 2.93 -6.875111e-01 1
#> 874 1 1 1 1 1.03 3.761573e+00 2
#> 875 1 1 1 1 0.52 1.697124e+00 2
#> 876 1 1 -1 0 0.90 1.158776e+00 2
#> 877 1 1 1 1 0.41 -3.378718e+00 1
#> 878 1 1 -1 0 1.26 1.146137e-01 1
#> 879 1 1 1 1 1.77 2.940534e+00 2
#> 880 1 1 1 1 0.81 7.528283e-01 1
#> 881 1 1 1 1 0.45 -3.452555e+00 1
#> 882 1 1 -1 0 1.25 4.935577e+00 2
#> 883 1 1 -1 0 1.25 -1.751615e+00 1
#> 884 1 1 1 1 0.34 -4.534063e+00 1
#> 885 1 1 -1 0 0.63 1.498456e-01 1
#> 886 1 1 -1 0 2.44 -5.926097e+00 1
#> 887 1 1 -1 0 0.71 1.786849e+00 2
#> 888 1 1 -1 0 1.15 -7.706191e-01 1
#> 889 1 1 1 1 0.71 7.375238e-02 1
#> 890 1 1 -1 0 3.49 -2.869971e+00 1
#> 891 1 1 1 1 0.73 -4.404130e+00 1
#> 892 1 1 1 1 0.30 -3.577591e-01 1
#> 893 1 1 -1 0 1.20 1.839143e+00 2
#> 894 1 1 1 1 1.38 2.566921e-01 1
#> 895 1 1 -1 0 1.63 2.597636e+00 2
#> 896 1 1 1 1 0.44 1.195237e+00 2
#> 897 1 1 -1 0 2.49 1.325403e+00 2
#> 898 1 1 1 1 0.47 1.152386e+00 2
#> 899 1 1 1 1 2.78 1.868829e+00 2
#> 900 1 1 -1 0 1.79 -5.195256e-01 1
#> 901 1 1 1 1 0.38 -4.622614e+00 1
#> 902 1 1 1 1 0.79 -4.976417e+00 1
#> 903 1 1 -1 0 2.24 7.318552e-01 1
#> 904 1 1 1 1 2.73 -3.178209e+00 1
#> 905 1 1 1 1 4.16 1.384108e+01 2
#> 906 1 1 -1 0 0.43 -3.335335e+00 1
#> 907 1 1 1 1 1.66 -1.647753e-04 1
#> 908 1 1 -1 0 1.60 2.482777e+00 2
#> 909 1 1 1 1 0.71 3.452256e+00 2
#> 910 1 1 -1 0 0.37 3.498689e-01 1
#> 911 1 1 -1 0 3.27 1.029026e+01 2
#> 912 1 1 -1 0 1.94 -2.463388e+00 1
#> 913 1 1 1 1 1.22 -5.928322e-01 1
#> 914 1 1 1 1 1.81 3.087647e+00 2
#> 915 1 1 1 1 1.02 3.880999e+00 2
#> 916 1 1 1 1 1.54 -3.341053e-01 1
#> 917 1 1 1 1 0.52 1.577814e+00 2
#> 918 1 1 1 1 2.15 2.434907e+00 2
#> 919 1 1 1 1 0.57 6.282591e-01 1
#> 920 1 1 -1 0 0.64 3.311049e+00 2
#> 921 1 1 -1 0 1.32 -1.706501e+00 1
#> 922 1 1 1 1 2.48 -3.670852e+00 1
#> 923 1 1 1 1 0.81 2.970069e+00 2
#> 924 1 1 -1 0 2.07 -2.795253e+00 1
#> 925 1 1 1 1 0.49 -3.913684e+00 1
#> 926 1 1 1 1 1.05 -5.521594e-01 1
#> 927 1 1 1 1 1.10 -7.437052e-01 1
#> 928 1 1 -1 0 0.85 -2.553123e+00 1
#> 929 1 1 -1 0 0.56 -2.021445e-01 1
#> 930 1 1 -1 0 1.04 -1.377600e+00 1
#> 931 1 1 1 1 0.36 1.700480e+00 2
#> 932 1 1 -1 0 0.88 1.057512e+00 2
#> 933 1 1 -1 0 1.30 8.426586e+00 2
#> 934 1 1 -1 0 1.68 -4.325734e+00 1
#> 935 1 1 1 1 2.80 2.528043e+00 2
#> 936 1 1 1 1 0.95 1.343742e+00 2
#> 937 1 1 -1 0 1.46 -5.893089e-01 1
#> 938 1 1 1 1 0.95 5.792112e+00 2
#> 939 1 1 1 1 3.32 -6.964396e+00 1
#> 940 1 1 -1 0 0.39 8.127032e+00 2
#> 941 1 1 1 1 0.74 2.343938e+00 2
#> 942 1 1 -1 0 0.44 -1.815121e+00 1
#> 943 1 1 -1 0 0.83 -3.290906e+00 1
#> 944 1 1 -1 0 1.56 -3.324687e-01 1
#> 945 1 1 -1 0 0.52 3.692446e+00 2
#> 946 1 1 1 1 2.32 4.221584e+00 2
#> 947 1 1 -1 0 1.23 1.272107e+00 2
#> 948 1 1 -1 0 1.57 2.475422e-01 1
#> 949 1 1 -1 0 0.60 -1.340060e+00 1
#> 950 1 1 -1 0 0.87 1.164767e+00 2
#> 951 1 1 1 1 0.48 3.537697e+00 2
#> 952 1 1 1 1 0.24 2.390455e+00 2
#> 953 1 1 1 1 1.10 -2.234290e+00 1
#> 954 1 1 1 1 2.22 6.390102e+00 2
#> 955 1 1 1 1 1.08 1.655510e+00 2
#> 956 1 1 -1 0 0.47 -1.116362e+00 1
#> 957 1 1 1 1 0.91 -1.618979e+00 1
#> 958 1 1 1 1 1.27 9.731344e-02 1
#> 959 1 1 1 1 1.12 1.029012e+00 2
#> 960 1 1 -1 0 1.38 -4.137561e+00 1
#> 961 1 1 1 1 0.93 -1.076343e+00 1
#> 962 1 1 -1 0 0.60 1.695035e+00 2
#> 963 1 1 1 1 3.27 -3.107415e-03 1
#> 964 1 1 1 1 2.58 9.007819e-01 2
#> 965 1 1 1 1 1.14 7.319659e-01 1
#> 966 1 1 1 1 0.78 2.831877e+00 2
#> 967 1 1 -1 0 1.05 5.633033e-01 1
#> 968 1 1 -1 0 1.47 -2.770946e+00 1
#> 969 1 1 1 1 2.47 -2.269817e+00 1
#> 970 1 1 -1 0 1.29 3.073650e+00 2
#> 971 1 1 1 1 0.63 5.415164e-01 1
#> 972 1 1 1 1 0.44 3.384786e+00 2
#> 973 1 1 -1 0 1.21 5.476046e+00 2
#> 974 1 1 -1 0 1.33 -1.854201e+00 1
#> 975 1 1 -1 0 1.07 9.604990e-01 2
#> 976 1 1 1 1 3.64 -7.340111e-01 1
#> 977 1 1 1 1 0.78 4.098618e+00 2
#> 978 1 1 -1 0 4.05 8.024435e+00 2
#> 979 1 1 -1 0 1.84 4.537250e+00 2
#> 980 1 1 1 1 0.37 9.394674e-01 2
#> 981 1 1 1 1 1.14 2.994284e+00 2
#> 982 1 1 -1 0 5.44 1.198870e+00 2
#> 983 1 1 -1 0 0.82 4.146973e-01 1
#> 984 1 1 1 1 2.36 -3.456048e+00 1
#> 985 1 1 1 1 0.70 6.168489e-01 1
#> 986 1 1 1 1 0.86 2.166442e+00 2
#> 987 1 1 -1 0 2.96 -4.333906e-01 1
#> 988 1 1 -1 0 2.56 -3.224278e+00 1
#> 989 1 1 1 1 1.43 5.779890e+00 2
#> 990 1 1 -1 0 2.59 2.553136e+00 2
#> 991 1 1 1 1 1.49 9.312054e-01 2
#> 992 1 1 1 1 2.06 -1.430748e+00 1
#> 993 1 1 -1 0 1.90 3.447015e+00 2
#> 994 1 1 1 1 0.86 2.678852e-01 1
#> 995 1 1 1 1 1.75 4.079521e+00 2
#> 996 1 1 1 1 3.72 -4.117106e+00 1
#> 997 1 1 1 1 3.20 -1.980427e+00 1
#> 998 1 1 -1 0 2.29 2.286708e+00 2
#> 999 1 1 1 1 0.65 4.269997e+00 2
#> 1000 1 1 1 1 0.44 3.042349e+00 2
#> 1001 1 1 1 1 0.44 3.722295e+00 2
#> 1002 1 1 -1 0 1.98 1.877806e+00 2
#> 1003 1 1 1 1 0.86 3.807579e+00 2
#> 1004 1 1 -1 0 1.34 3.281833e+00 2
#> 1005 1 1 -1 0 2.11 2.215949e+00 2
#> 1006 1 1 1 1 0.49 -1.300142e+00 1
#> 1007 1 1 -1 0 1.22 5.793503e-01 1
#> 1008 1 1 1 1 2.26 2.041912e+00 2
#> 1009 1 1 1 1 1.57 -4.712479e+00 1
#> 1010 1 1 1 1 2.01 7.136487e-01 1
#> 1011 1 1 -1 0 1.94 1.058065e+01 2
#> 1012 1 1 -1 0 1.82 7.039744e+00 2
#> 1013 1 1 1 1 1.01 -5.786997e-01 1
#> 1014 1 1 1 1 0.59 3.612536e+00 2
#> 1015 1 1 1 1 0.58 -3.039794e+00 1
#> 1016 1 1 1 1 0.68 3.627224e+00 2
#> 1017 1 1 -1 0 1.54 8.774963e-01 2
#> 1018 1 1 -1 0 0.34 1.647633e+00 2
#> 1019 1 1 1 1 3.04 5.271459e+00 2
#> 1020 1 1 1 1 1.60 5.805075e+00 2
#> 1021 1 1 1 1 2.29 -9.838720e-02 1
#> 1022 1 1 1 1 1.16 2.308742e+00 2
#> 1023 1 1 -1 0 1.03 6.198369e+00 2
#> 1024 1 1 1 1 2.35 3.756233e+00 2
#> 1025 1 1 -1 0 1.49 1.236136e+00 2
#> 1026 1 1 1 1 1.72 5.946582e-01 1
#> 1027 1 1 -1 0 1.09 -1.793494e+00 1
#> 1028 1 1 -1 0 0.53 5.493845e+00 2
#> 1029 1 1 -1 0 1.86 2.017067e+00 2
#> 1030 1 1 1 1 0.53 1.211139e+00 2
#> 1031 1 1 -1 0 0.47 4.804939e-01 1
#> 1032 1 1 -1 0 0.37 -2.247667e+00 1
#> 1033 1 1 -1 0 1.32 9.257848e+00 2
#> 1034 1 1 1 1 1.89 3.850995e+00 2
#> 1035 1 1 1 1 0.31 3.647425e+00 2
#> 1036 1 1 1 1 1.63 2.631064e+00 2
#> 1037 1 1 1 1 0.62 -2.574230e+00 1
#> 1038 1 1 1 1 1.79 1.528156e+00 2
#> 1039 1 1 1 1 0.32 5.598414e-01 1
#> 1040 1 1 1 1 0.71 -4.538875e+00 1
#> 1041 1 1 -1 0 1.25 6.003391e-01 1
#> 1042 1 1 -1 0 3.16 1.857972e+00 2
#> 1043 1 1 1 1 3.06 -1.347780e+00 1
#> 1044 1 1 -1 0 2.82 2.650113e+00 2
#> 1045 1 1 1 1 0.48 -2.771467e+00 1
#> 1046 1 1 1 1 0.52 -5.947917e+00 1
#> 1047 1 1 1 1 1.79 6.158093e+00 2
#> 1048 1 1 1 1 2.29 8.174217e+00 2
#> 1049 1 1 1 1 2.82 4.158212e-01 1
#> 1050 1 1 -1 0 1.30 1.473634e+00 2
#> 1051 1 1 1 1 2.27 4.027424e+00 2
#> 1052 1 1 1 1 0.85 9.853054e-01 2
#> 1053 1 1 1 1 1.51 5.846821e-01 1
#> 1054 1 1 1 1 0.57 5.020733e+00 2
#> 1055 1 1 1 1 0.69 2.385704e+00 2
#> 1056 1 1 1 1 0.34 1.672882e+00 2
#> 1057 1 1 1 1 0.22 -9.676900e-01 1
#> 1058 1 1 1 1 1.11 -6.549022e+00 1
#> 1059 1 1 1 1 0.29 4.068267e+00 2
#> 1060 1 1 1 1 0.42 5.133325e+00 2
#> 1061 1 1 -1 0 0.21 2.371902e+00 2
#> 1062 1 1 1 1 1.87 -3.017300e-02 1
#> 1063 1 1 1 1 1.56 2.478999e+00 2
#> 1064 1 1 -1 0 3.77 -3.448023e+00 1
#> 1065 1 1 -1 0 0.77 -7.197768e-01 1
#> 1066 1 1 1 1 0.23 -5.529807e-02 1
#> 1067 1 1 1 1 0.61 1.188575e+00 2
#> 1068 1 1 1 1 1.08 5.395016e+00 2
#> 1069 1 1 1 1 0.98 -5.433667e-01 1
#> 1070 1 1 1 1 1.00 3.556930e-01 1
#> 1071 1 1 -1 0 1.38 2.710768e+00 2
#> 1072 1 1 1 1 0.30 1.763026e+00 2
#> 1073 1 1 1 1 4.92 3.890042e+00 2
#> 1074 1 1 1 1 1.41 1.954579e+00 2
#> 1075 1 1 1 1 0.38 4.558573e+00 2
#> 1076 1 1 1 1 1.93 7.999092e-01 1
#> 1077 1 1 1 1 1.08 -2.312169e+00 1
#> 1078 1 1 1 1 1.78 -3.754142e+00 1
#> 1079 1 1 -1 0 1.37 7.612950e+00 2
#> 1080 1 1 1 1 1.25 1.842464e+00 2
#> 1081 1 1 1 1 3.27 5.974344e+00 2
#> 1082 1 1 1 1 1.68 7.769087e+00 2
#> 1083 1 1 1 1 3.80 -9.380071e+00 1
#> 1084 1 1 -1 0 1.53 4.461138e-01 1
#> 1085 1 1 1 1 0.88 3.044868e+00 2
#> 1086 1 1 1 1 3.66 3.657188e+00 2
#> 1087 1 1 -1 0 1.03 5.104043e+00 2
#> 1088 1 1 -1 0 1.19 6.262335e+00 2
#> 1089 1 1 -1 0 1.05 3.968935e-02 1
#> 1090 1 1 -1 0 1.86 3.748573e+00 2
#> 1091 1 1 1 1 2.52 2.592397e+00 2
#> 1092 1 1 1 1 0.92 -3.524042e+00 1
#> 1093 1 1 -1 0 1.94 -4.022684e+00 1
#> 1094 1 1 -1 0 1.68 -3.730555e+00 1
#> 1095 1 1 -1 0 1.51 9.201450e-02 1
#> 1096 1 1 -1 0 0.51 1.476955e+00 2
#> 1097 1 1 1 1 0.76 -1.604499e+00 1
#> 1098 1 1 1 1 1.03 -2.142135e+00 1
#> 1099 1 1 1 1 1.30 1.858483e-01 1
#> 1100 1 1 1 1 0.44 -2.413965e+00 1
#> 1101 1 1 1 1 0.30 -8.213832e-01 1
#> 1102 1 1 -1 0 4.84 6.944632e+00 2
#> 1103 1 1 -1 0 0.67 -2.545809e+00 1
#> 1104 1 1 1 1 3.33 3.119547e+00 2
#> 1105 1 1 -1 0 2.74 -4.823073e+00 1
#> 1106 1 1 1 1 1.20 -3.482015e-01 1
#> 1107 1 1 -1 0 2.52 -9.325786e-02 1
#> 1108 1 1 -1 0 1.73 -2.390765e-01 1
#> 1109 1 1 1 1 0.87 -4.060102e+00 1
#> 1110 1 1 1 1 2.01 1.808729e+00 2
#> 1111 1 1 -1 0 0.53 2.155343e+00 2
#> 1112 1 1 1 1 1.37 -5.493038e+00 1
#> 1113 1 1 1 1 1.17 1.656199e+00 2
#> 1114 1 1 1 1 0.40 -2.949575e+00 1
#> 1115 1 1 1 1 0.56 1.025842e+00 2
#> 1116 1 1 -1 0 2.30 -9.015593e-01 1
#> 1117 1 1 -1 0 1.37 3.894384e+00 2
#> 1118 1 1 -1 0 0.62 -1.924278e+00 1
#> 1119 1 1 1 1 1.02 5.096231e+00 2
#> 1120 1 1 -1 0 0.39 1.292537e+00 2
#> 1121 1 1 1 1 0.92 3.358796e+00 2
#> 1122 1 1 -1 0 1.26 3.070500e-01 1
#> 1123 1 1 -1 0 0.65 -1.085864e+00 1
#> 1124 1 1 -1 0 2.20 3.393699e+00 2
#> 1125 1 1 1 1 1.75 3.181741e+00 2
#> 1126 1 1 1 1 3.95 -3.505018e+00 1
#> 1127 1 1 1 1 1.02 -2.371068e+00 1
#> 1128 1 1 -1 0 0.76 6.045484e+00 2
#> 1129 1 1 -1 0 1.15 2.749385e+00 2
#> 1130 1 1 1 1 0.31 7.040541e-01 1
#> 1131 1 1 -1 0 0.78 -8.446426e-01 1
#> 1132 1 1 -1 0 3.45 3.472456e+00 2
#> 1133 1 1 -1 0 1.01 2.432037e+00 2
#> 1134 1 1 1 1 2.48 -2.998454e+00 1
#> 1135 1 1 -1 0 0.67 2.877341e+00 2
#> 1136 1 1 -1 0 3.65 4.326623e+00 2
#> 1137 1 1 1 1 1.81 -1.539822e+00 1
#> 1138 1 1 -1 0 0.50 -4.145318e+00 1
#> 1139 1 1 -1 0 3.79 -7.348895e+00 1
#> 1140 1 1 -1 0 0.57 2.648271e+00 2
#> 1141 1 1 1 1 1.41 -1.399755e+00 1
#> 1142 1 1 -1 0 2.82 -2.808531e+00 1
#> 1143 1 1 -1 0 1.55 1.565759e+00 2
#> 1144 1 1 1 1 0.47 3.281281e+00 2
#> 1145 1 1 -1 0 2.50 3.098180e+00 2
#> 1146 1 1 1 1 0.45 2.263996e+00 2
#> 1147 1 1 1 1 1.64 -5.885994e-01 1
#> 1148 1 1 -1 0 2.20 -3.143078e+00 1
#> 1149 1 1 1 1 5.25 -6.714299e+00 1
#> 1150 1 1 -1 0 1.32 -3.967477e-02 1
#> 1151 1 1 1 1 1.48 1.542432e+00 2
#> 1152 1 1 1 1 1.39 -5.183918e-02 1
#> 1153 1 1 1 1 0.98 -3.940636e-03 1
#> 1154 1 1 -1 0 4.90 9.217679e+00 2
#> 1155 1 1 1 1 0.51 9.861787e-01 2
#> 1156 1 1 -1 0 1.37 9.542368e-01 2
#> 1157 1 1 1 1 0.90 -2.640126e+00 1
#> 1158 1 1 1 1 0.36 -7.127563e-01 1
#> 1159 1 1 -1 0 0.95 1.804706e+00 2
#> 1160 1 1 -1 0 2.38 -8.453139e-01 1
#> 1161 1 1 1 1 1.22 5.072200e+00 2
#> 1162 1 1 1 1 1.40 -3.537804e+00 1
#> 1163 1 1 1 1 0.45 1.211138e+00 2
#> 1164 1 1 -1 0 2.01 1.603175e+00 2
#> 1165 1 1 -1 0 2.54 8.797610e-02 1
#> 1166 1 1 1 1 3.04 -3.742032e+00 1
#> 1167 1 1 -1 0 0.43 3.158152e+00 2
#> 1168 1 1 -1 0 0.43 -3.905926e-01 1
#> 1169 1 1 1 1 1.91 2.241894e+00 2
#> 1170 1 1 1 1 0.81 -1.304125e+00 1
#> 1171 1 1 -1 0 1.47 6.836064e-01 1
#> 1172 1 1 1 1 0.39 4.245598e+00 2
#> 1173 1 1 1 1 2.24 -2.156381e+00 1
#> 1174 1 1 -1 0 0.45 5.239831e+00 2
#> 1175 1 1 -1 0 0.74 -3.179426e+00 1
#> 1176 1 1 -1 0 1.81 2.953080e+00 2
#> 1177 1 1 1 1 1.31 1.762400e+00 2
#> 1178 1 1 1 1 3.67 1.221187e+00 2
#> 1179 1 1 -1 0 1.19 2.445979e+00 2
#> 1180 1 1 -1 0 0.49 5.502591e+00 2
#> 1181 1 1 -1 0 2.01 -5.390679e+00 1
#> 1182 1 1 1 1 0.44 3.751600e-02 1
#> 1183 1 1 1 1 2.98 -7.101004e-01 1
#> 1184 1 1 -1 0 0.34 3.560058e+00 2
#> 1185 1 1 1 1 0.98 8.746477e-01 2
#> 1186 1 1 1 1 0.50 -1.956980e+00 1
#> 1187 1 1 1 1 1.51 3.606248e+00 2
#> 1188 1 1 1 1 0.38 -1.796940e+00 1
#> 1189 1 1 1 1 1.53 1.114386e+00 2
#> 1190 1 1 1 1 0.87 7.538095e-01 1
#> 1191 1 1 -1 0 0.97 6.579211e+00 2
#> 1192 1 1 -1 0 1.51 2.949843e+00 2
#> 1193 1 1 -1 0 3.85 -9.674389e-02 1
#> 1194 1 1 1 1 1.54 4.159948e+00 2
#> 1195 1 1 1 1 0.32 1.415520e+00 2
#> 1196 1 1 1 1 0.53 2.648968e-02 1
#> 1197 1 1 1 1 0.28 2.660241e+00 2
#> 1198 1 1 1 1 0.43 -1.036886e+00 1
#> 1199 1 1 -1 0 0.53 -4.439651e+00 1
#> 1200 1 1 1 1 0.49 -2.032704e+00 1
#> 1201 2 1 -1 0 0.57 2.711549e+00 2
#> 1202 2 1 1 1 0.36 3.450927e+00 2
#> 1203 2 1 1 1 2.05 9.783575e-01 2
#> 1204 2 1 1 1 1.29 5.741348e+00 2
#> 1205 2 1 1 1 3.11 6.785363e+00 2
#> 1206 2 1 1 1 2.32 3.697436e+00 2
#> 1207 2 1 1 1 1.38 1.900307e+00 2
#> 1208 2 1 1 1 0.36 9.299966e-01 2
#> 1209 2 1 1 1 2.36 1.120407e+01 2
#> 1210 2 1 1 1 1.31 3.339427e+00 2
#> 1211 2 1 -1 0 1.44 1.345611e+00 2
#> 1212 2 1 1 1 6.10 3.629589e+00 2
#> 1213 2 1 1 1 1.04 2.658055e+00 2
#> 1214 2 1 1 1 0.39 6.138998e+00 2
#> 1215 2 1 1 1 0.30 4.560278e+00 2
#> 1216 2 1 -1 0 0.41 1.830415e+00 2
#> 1217 2 1 1 1 0.70 9.428093e+00 2
#> 1218 2 1 1 1 0.42 2.407757e+00 2
#> 1219 2 1 1 1 0.50 5.815142e+00 2
#> 1220 2 1 1 1 0.38 7.200856e+00 2
#> 1221 2 1 1 1 0.37 5.352945e+00 2
#> 1222 2 1 1 1 0.98 4.725505e+00 2
#> 1223 2 1 1 1 1.44 3.308824e+00 2
#> 1224 2 1 1 1 1.47 5.012911e+00 2
#> 1225 2 1 1 1 0.96 4.158666e+00 2
#> 1226 2 1 -1 0 0.56 -2.680830e+00 1
#> 1227 2 1 -1 0 2.18 4.942430e+00 2
#> 1228 2 1 -1 0 2.69 6.527547e+00 2
#> 1229 2 1 1 1 0.33 5.186330e+00 2
#> 1230 2 1 1 1 0.52 3.903070e+00 2
#> 1231 2 1 1 1 0.25 3.260703e+00 2
#> 1232 2 1 1 1 1.06 7.659891e+00 2
#> 1233 2 1 1 1 0.42 3.830399e+00 2
#> 1234 2 1 1 1 0.98 -1.368816e+00 1
#> 1235 2 1 1 1 1.44 3.697612e+00 2
#> 1236 2 1 1 1 0.78 3.665111e+00 2
#> 1237 2 1 1 1 0.43 -5.619556e-01 1
#> 1238 2 1 1 1 0.39 4.152507e+00 2
#> 1239 2 1 1 1 0.51 8.703386e+00 2
#> 1240 2 1 1 1 0.31 9.285449e-01 2
#> 1241 2 1 -1 0 1.76 5.780651e+00 2
#> 1242 2 1 1 1 1.55 1.103098e+01 2
#> 1243 2 1 1 1 1.17 4.344204e+00 2
#> 1244 2 1 1 1 0.59 2.955584e+00 2
#> 1245 2 1 1 1 0.53 1.763720e+00 2
#> 1246 2 1 1 1 0.82 5.871140e+00 2
#> 1247 2 1 1 1 0.57 5.937350e+00 2
#> 1248 2 1 -1 0 0.89 6.553082e+00 2
#> 1249 2 1 -1 0 1.59 1.128260e+01 2
#> 1250 2 1 1 1 1.04 2.536256e+00 2
#> 1251 2 1 1 1 0.26 4.228165e+00 2
#> 1252 2 1 -1 0 1.83 6.697002e-01 1
#> 1253 2 1 1 1 0.40 6.057208e+00 2
#> 1254 2 1 1 1 0.35 1.908560e+00 2
#> 1255 2 1 1 1 0.46 4.086414e+00 2
#> 1256 2 1 1 1 0.30 1.215615e-01 1
#> 1257 2 1 -1 0 1.01 4.469565e+00 2
#> 1258 2 1 1 1 1.09 5.890379e+00 2
#> 1259 2 1 1 1 0.65 2.816495e+00 2
#> 1260 2 1 1 1 0.93 3.585391e-01 1
#> 1261 2 1 1 1 0.71 5.721417e+00 2
#> 1262 2 1 1 1 2.27 1.869648e+00 2
#> 1263 2 1 1 1 1.22 1.908912e+00 2
#> 1264 2 1 1 1 1.85 3.427079e+00 2
#> 1265 2 1 1 1 0.46 4.372853e+00 2
#> 1266 2 1 1 1 0.48 1.910702e+00 2
#> 1267 2 1 1 1 1.37 5.827758e+00 2
#> 1268 2 1 1 1 1.24 -2.750052e+00 1
#> 1269 2 1 1 1 0.56 2.341813e+00 2
#> 1270 2 1 1 1 0.58 5.102528e+00 2
#> 1271 2 1 -1 0 0.87 4.312362e+00 2
#> 1272 2 1 1 1 0.37 2.609031e-01 1
#> 1273 2 1 1 1 1.58 4.527957e+00 2
#> 1274 2 1 1 1 0.69 1.128381e+00 2
#> 1275 2 1 -1 0 0.78 3.507754e+00 2
#> 1276 2 1 1 1 1.18 8.474702e+00 2
#> 1277 2 1 1 1 0.46 3.091973e+00 2
#> 1278 2 1 1 1 1.41 2.736800e+00 2
#> 1279 2 1 -1 0 0.55 3.215367e+00 2
#> 1280 2 1 1 1 0.48 3.652525e+00 2
#> 1281 2 1 1 1 1.58 6.607615e-01 1
#> 1282 2 1 1 1 0.52 3.947132e+00 2
#> 1283 2 1 1 1 0.72 3.321411e+00 2
#> 1284 2 1 1 1 0.77 3.251973e+00 2
#> 1285 2 1 1 1 0.45 1.120908e+00 2
#> 1286 2 1 1 1 1.05 8.671799e+00 2
#> 1287 2 1 1 1 0.44 3.878453e+00 2
#> 1288 2 1 -1 0 0.53 1.731750e+00 2
#> 1289 2 1 1 1 0.26 5.484593e+00 2
#> 1290 2 1 1 1 3.92 8.259082e+00 2
#> 1291 2 1 1 1 0.31 8.571225e+00 2
#> 1292 2 1 1 1 1.13 5.319424e+00 2
#> 1293 2 1 1 1 0.87 1.814798e+00 2
#> 1294 2 1 1 1 0.26 2.982364e+00 2
#> 1295 2 1 -1 0 1.61 9.974276e+00 2
#> 1296 2 1 1 1 0.77 3.902814e+00 2
#> 1297 2 1 1 1 0.44 3.804835e+00 2
#> 1298 2 1 1 1 0.36 5.731753e+00 2
#> 1299 2 1 1 1 0.49 4.012081e+00 2
#> 1300 2 1 1 1 1.56 2.099900e+00 2
#> 1301 2 1 1 1 0.80 -2.332761e-01 1
#> 1302 2 1 1 1 0.24 3.933263e+00 2
#> 1303 2 1 1 1 0.63 4.090098e+00 2
#> 1304 2 1 1 1 0.98 7.268201e+00 2
#> 1305 2 1 1 1 0.31 6.100571e+00 2
#> 1306 2 1 1 1 0.73 -8.709743e-01 1
#> 1307 2 1 1 1 0.23 2.510232e+00 2
#> 1308 2 1 1 1 0.42 3.256409e+00 2
#> 1309 2 1 -1 0 3.28 1.518005e+01 2
#> 1310 2 1 1 1 0.58 -2.724831e-01 1
#> 1311 2 1 1 1 0.38 1.407462e+00 2
#> 1312 2 1 1 1 0.64 4.541584e+00 2
#> 1313 2 1 -1 0 1.17 6.387399e+00 2
#> 1314 2 1 1 1 0.35 4.478340e+00 2
#> 1315 2 1 1 1 0.68 3.526381e+00 2
#> 1316 2 1 -1 0 0.34 5.500236e+00 2
#> 1317 2 1 1 1 0.26 7.193165e+00 2
#> 1318 2 1 1 1 0.39 -6.938748e-01 1
#> 1319 2 1 1 1 0.55 -3.129308e-02 1
#> 1320 2 1 1 1 0.22 1.923275e+00 2
#> 1321 2 1 1 1 1.77 -8.728998e+00 1
#> 1322 2 1 1 1 0.60 7.748976e+00 2
#> 1323 2 1 1 1 0.34 -3.490651e+00 1
#> 1324 2 1 1 1 0.48 3.433188e-01 1
#> 1325 2 1 1 1 1.53 4.330214e+00 2
#> 1326 2 1 1 1 0.70 7.424364e+00 2
#> 1327 2 1 1 1 0.45 2.943210e+00 2
#> 1328 2 1 -1 0 2.44 6.874145e+00 2
#> 1329 2 1 1 1 0.44 3.834556e-01 1
#> 1330 2 1 -1 0 1.15 4.784590e+00 2
#> 1331 2 1 -1 0 0.97 4.541851e+00 2
#> 1332 2 1 1 1 0.31 9.156316e-01 2
#> 1333 2 1 1 1 0.76 2.693849e+00 2
#> 1334 2 1 1 1 0.48 7.096345e+00 2
#> 1335 2 1 1 1 1.20 5.032199e+00 2
#> 1336 2 1 1 1 0.69 6.352279e+00 2
#> 1337 2 1 1 1 0.62 1.099394e+00 2
#> 1338 2 1 1 1 0.85 3.074431e+00 2
#> 1339 2 1 1 1 0.77 1.907318e+00 2
#> 1340 2 1 1 1 0.92 5.141357e+00 2
#> 1341 2 1 1 1 1.26 7.011713e+00 2
#> 1342 2 1 1 1 0.36 4.215929e+00 2
#> 1343 2 1 1 1 0.52 7.272193e+00 2
#> 1344 2 1 1 1 1.10 4.576895e+00 2
#> 1345 2 1 1 1 0.80 7.344473e+00 2
#> 1346 2 1 1 1 1.40 3.533686e+00 2
#> 1347 2 1 1 1 0.36 4.492511e+00 2
#> 1348 2 1 1 1 1.36 9.239608e+00 2
#> 1349 2 1 1 1 0.87 -2.251729e-01 1
#> 1350 2 1 1 1 0.45 -8.904269e-01 1
#> 1351 2 1 -1 0 0.86 5.338614e+00 2
#> 1352 2 1 1 1 0.39 1.727101e+00 2
#> 1353 2 1 1 1 0.27 3.879335e+00 2
#> 1354 2 1 1 1 1.37 1.010853e+00 2
#> 1355 2 1 -1 0 1.87 1.255711e+00 2
#> 1356 2 1 1 1 0.39 4.762692e+00 2
#> 1357 2 1 1 1 0.57 4.879443e-01 1
#> 1358 2 1 1 1 0.36 2.418011e+00 2
#> 1359 2 1 1 1 1.70 2.857201e+00 2
#> 1360 2 1 1 1 0.54 2.559282e+00 2
#> 1361 2 1 1 1 0.96 1.105013e+01 2
#> 1362 2 1 1 1 0.38 4.537189e+00 2
#> 1363 2 1 1 1 0.42 4.350332e+00 2
#> 1364 2 1 1 1 0.52 6.889561e+00 2
#> 1365 2 1 1 1 0.28 5.255885e+00 2
#> 1366 2 1 -1 0 5.37 1.064716e+01 2
#> 1367 2 1 1 1 2.54 5.860083e+00 2
#> 1368 2 1 1 1 0.57 2.961144e+00 2
#> 1369 2 1 1 1 1.99 6.592276e-01 1
#> 1370 2 1 1 1 0.46 1.178030e+00 2
#> 1371 2 1 1 1 2.39 7.482141e+00 2
#> 1372 2 1 1 1 0.70 5.542187e+00 2
#> 1373 2 1 1 1 1.21 5.923733e+00 2
#> 1374 2 1 1 1 0.46 6.387729e+00 2
#> 1375 2 1 1 1 0.38 1.074571e+00 2
#> 1376 2 1 1 1 2.79 2.557901e+00 2
#> 1377 2 1 1 1 0.77 1.899344e+00 2
#> 1378 2 1 1 1 0.45 3.889104e+00 2
#> 1379 2 1 -1 0 2.75 7.535152e+00 2
#> 1380 2 1 1 1 0.79 7.351905e+00 2
#> 1381 2 1 1 1 0.54 4.477448e+00 2
#> 1382 2 1 -1 0 2.20 2.949217e+00 2
#> 1383 2 1 1 1 0.30 2.595840e+00 2
#> 1384 2 1 -1 0 0.92 4.930808e+00 2
#> 1385 2 1 -1 0 3.60 3.346658e+00 2
#> 1386 2 1 1 1 0.74 4.002391e+00 2
#> 1387 2 1 1 1 0.65 5.479836e+00 2
#> 1388 2 1 1 1 1.30 3.444473e+00 2
#> 1389 2 1 1 1 0.41 3.626659e+00 2
#> 1390 2 1 1 1 0.54 4.087573e+00 2
#> 1391 2 1 -1 0 2.24 9.317944e+00 2
#> 1392 2 1 1 1 0.34 3.245889e+00 2
#> 1393 2 1 1 1 0.38 1.059550e-02 1
#> 1394 2 1 1 1 0.29 8.125849e-01 2
#> 1395 2 1 1 1 1.09 3.978873e+00 2
#> 1396 2 1 1 1 0.76 5.447164e+00 2
#> 1397 2 1 1 1 1.84 7.732019e+00 2
#> 1398 2 1 1 1 0.80 4.734327e+00 2
#> 1399 2 1 1 1 0.54 6.467810e+00 2
#> 1400 2 1 1 1 0.88 2.596120e+00 2
#> 1401 2 1 1 1 0.24 4.864240e+00 2
#> 1402 2 1 -1 0 1.31 1.511862e+00 2
#> 1403 2 1 1 1 0.47 -2.433402e+00 1
#> 1404 2 1 1 1 0.75 6.034667e+00 2
#> 1405 2 1 1 1 0.24 3.241572e+00 2
#> 1406 2 1 1 1 1.51 -1.216410e+00 1
#> 1407 2 1 1 1 0.78 1.997323e+00 2
#> 1408 2 1 1 1 1.96 3.896680e+00 2
#> 1409 2 1 1 1 1.02 3.322768e+00 2
#> 1410 2 1 1 1 0.73 7.489333e+00 2
#> 1411 2 1 1 1 0.24 1.995976e+00 2
#> 1412 2 1 1 1 0.23 7.965436e+00 2
#> 1413 2 1 -1 0 2.79 3.447390e+00 2
#> 1414 2 1 1 1 0.55 3.943538e+00 2
#> 1415 2 1 1 1 0.91 2.736929e+00 2
#> 1416 2 1 1 1 0.81 1.603509e+00 2
#> 1417 2 1 -1 0 0.49 4.716652e+00 2
#> 1418 2 1 1 1 0.66 1.619590e-01 1
#> 1419 2 1 1 1 0.42 4.128877e+00 2
#> 1420 2 1 1 1 1.61 4.913378e+00 2
#> 1421 2 1 1 1 0.30 5.474816e+00 2
#> 1422 2 1 1 1 2.52 5.155559e+00 2
#> 1423 2 1 1 1 1.02 1.899936e+00 2
#> 1424 2 1 1 1 1.08 6.837671e+00 2
#> 1425 2 1 1 1 1.89 6.838067e+00 2
#> 1426 2 1 1 1 0.78 2.428648e+00 2
#> 1427 2 1 1 1 2.08 1.926689e+00 2
#> 1428 2 1 1 1 5.92 1.491731e+01 2
#> 1429 2 1 -1 0 2.17 8.750768e-01 2
#> 1430 2 1 1 1 1.14 2.400920e+00 2
#> 1431 2 1 1 1 0.50 2.885617e+00 2
#> 1432 2 1 1 1 0.24 5.774555e-01 1
#> 1433 2 1 1 1 0.61 3.362895e+00 2
#> 1434 2 1 1 1 0.31 3.050426e-01 1
#> 1435 2 1 -1 0 1.82 6.065947e+00 2
#> 1436 2 1 -1 0 2.00 -8.139893e-01 1
#> 1437 2 1 1 1 0.64 4.189489e+00 2
#> 1438 2 1 1 1 0.40 4.499441e+00 2
#> 1439 2 1 1 1 0.50 7.538634e+00 2
#> 1440 2 1 1 1 0.32 2.973039e+00 2
#> 1441 2 1 1 1 3.64 2.861486e+00 2
#> 1442 2 1 1 1 0.39 2.836604e+00 2
#> 1443 2 1 1 1 0.57 6.044117e+00 2
#> 1444 2 1 -1 0 3.73 2.927754e+00 2
#> 1445 2 1 1 1 1.10 -1.395300e+00 1
#> 1446 2 1 1 1 0.63 3.574644e+00 2
#> 1447 2 1 -1 0 0.91 8.583593e+00 2
#> 1448 2 1 1 1 1.28 7.779831e+00 2
#> 1449 2 1 1 1 1.83 -1.591078e-01 1
#> 1450 2 1 1 1 0.87 6.552944e+00 2
#> 1451 2 1 1 1 0.86 -8.010038e-01 1
#> 1452 2 1 1 1 2.60 3.742560e+00 2
#> 1453 2 1 -1 0 1.75 1.137179e+01 2
#> 1454 2 1 1 1 5.47 2.402636e-01 1
#> 1455 2 1 1 1 2.51 -1.083958e+00 1
#> 1456 2 1 1 1 0.37 3.881434e+00 2
#> 1457 2 1 1 1 0.54 4.312027e+00 2
#> 1458 2 1 1 1 0.37 1.207456e+00 2
#> 1459 2 1 1 1 0.32 1.841063e+00 2
#> 1460 2 1 -1 0 1.25 1.965082e-01 1
#> 1461 2 1 1 1 0.54 3.582894e+00 2
#> 1462 2 1 1 1 0.62 2.075208e+00 2
#> 1463 2 1 1 1 2.11 6.048497e+00 2
#> 1464 2 1 1 1 0.67 5.101774e+00 2
#> 1465 2 1 1 1 0.88 7.811903e+00 2
#> 1466 2 1 1 1 0.37 2.587740e+00 2
#> 1467 2 1 1 1 0.25 2.119789e-01 1
#> 1468 2 1 1 1 0.41 -2.818085e-01 1
#> 1469 2 1 -1 0 0.71 7.920471e+00 2
#> 1470 2 1 1 1 0.27 6.055081e+00 2
#> 1471 2 1 1 1 3.43 5.046113e+00 2
#> 1472 2 1 1 1 0.42 3.924703e+00 2
#> 1473 2 1 1 1 0.73 7.471261e+00 2
#> 1474 2 1 1 1 0.68 3.261063e+00 2
#> 1475 2 1 1 1 0.96 4.876494e+00 2
#> 1476 2 1 1 1 0.52 -3.243115e+00 1
#> 1477 2 1 1 1 0.39 1.460291e+00 2
#> 1478 2 1 1 1 0.50 2.181943e+00 2
#> 1479 2 1 1 1 1.16 7.946798e+00 2
#> 1480 2 1 1 1 0.43 4.720301e+00 2
#> 1481 2 1 1 1 0.65 8.760080e+00 2
#> 1482 2 1 1 1 2.27 7.177936e+00 2
#> 1483 2 1 -1 0 0.84 5.074021e+00 2
#> 1484 2 1 1 1 1.44 5.314571e+00 2
#> 1485 2 1 1 1 5.63 2.238870e+01 2
#> 1486 2 1 1 1 0.53 2.388013e-01 1
#> 1487 2 1 1 1 0.77 1.033309e+01 2
#> 1488 2 1 1 1 4.52 1.156697e+00 2
#> 1489 2 1 1 1 1.71 1.975605e+00 2
#> 1490 2 1 1 1 0.68 -1.520042e-01 1
#> 1491 2 1 1 1 0.53 7.260232e+00 2
#> 1492 2 1 1 1 2.27 4.027801e+00 2
#> 1493 2 1 1 1 2.01 2.580201e+00 2
#> 1494 2 1 1 1 0.39 2.087541e+00 2
#> 1495 2 1 -1 0 3.64 2.774919e+00 2
#> 1496 2 1 1 1 0.55 4.731700e+00 2
#> 1497 2 1 1 1 0.24 5.377757e+00 2
#> 1498 2 1 1 1 1.80 7.588489e+00 2
#> 1499 2 1 1 1 0.75 4.270420e+00 2
#> 1500 2 1 1 1 0.53 5.513947e+00 2
#> 1501 2 1 1 1 0.27 5.831443e+00 2
#> 1502 2 1 1 1 1.02 4.456307e+00 2
#> 1503 2 1 1 1 0.86 -3.191462e+00 1
#> 1504 2 1 1 1 3.31 7.306254e+00 2
#> 1505 2 1 1 1 0.46 4.772157e+00 2
#> 1506 2 1 1 1 0.97 2.155789e-01 1
#> 1507 2 1 1 1 2.93 9.338896e+00 2
#> 1508 2 1 1 1 1.46 5.466227e+00 2
#> 1509 2 1 1 1 0.98 2.607705e+00 2
#> 1510 2 1 1 1 0.68 4.615361e+00 2
#> 1511 2 1 1 1 0.52 6.810610e+00 2
#> 1512 2 1 1 1 1.24 4.359558e+00 2
#> 1513 2 1 -1 0 1.87 3.019384e+00 2
#> 1514 2 1 1 1 1.15 2.636609e+00 2
#> 1515 2 1 1 1 1.39 -4.347627e-01 1
#> 1516 2 1 -1 0 1.79 6.401324e+00 2
#> 1517 2 1 1 1 2.52 3.583147e+00 2
#> 1518 2 1 1 1 2.24 1.237137e+01 2
#> 1519 2 1 -1 0 0.83 2.412123e+00 2
#> 1520 2 1 1 1 2.12 3.583283e-01 1
#> 1521 2 1 1 1 2.31 1.166283e+01 2
#> 1522 2 1 1 1 3.71 4.504508e+00 2
#> 1523 2 1 1 1 0.41 -1.550585e+00 1
#> 1524 2 1 1 1 0.60 1.905991e+00 2
#> 1525 2 1 -1 0 0.49 3.287001e+00 2
#> 1526 2 1 1 1 2.30 1.047900e+01 2
#> 1527 2 1 1 1 0.54 3.945583e+00 2
#> 1528 2 1 1 1 0.45 3.942427e+00 2
#> 1529 2 1 1 1 0.85 5.958312e+00 2
#> 1530 2 1 -1 0 1.69 -5.186829e-01 1
#> 1531 2 1 1 1 0.73 1.041043e+01 2
#> 1532 2 1 1 1 0.50 8.681559e-01 2
#> 1533 2 1 1 1 0.64 9.960566e-01 2
#> 1534 2 1 1 1 0.53 5.248064e+00 2
#> 1535 2 1 1 1 0.58 1.224216e+00 2
#> 1536 2 1 -1 0 3.25 7.081431e+00 2
#> 1537 2 1 1 1 0.76 1.071176e+00 2
#> 1538 2 1 1 1 0.25 4.153893e+00 2
#> 1539 2 1 1 1 0.46 4.713514e+00 2
#> 1540 2 1 1 1 0.47 3.056944e+00 2
#> 1541 2 1 1 1 1.38 6.234650e+00 2
#> 1542 2 1 1 1 0.36 2.145714e+00 2
#> 1543 2 1 1 1 0.54 -1.357550e+00 1
#> 1544 2 1 1 1 0.53 5.496523e+00 2
#> 1545 2 1 1 1 1.31 2.901368e+00 2
#> 1546 2 1 1 1 1.62 3.130069e+00 2
#> 1547 2 1 1 1 0.28 2.118502e+00 2
#> 1548 2 1 1 1 0.40 3.854393e+00 2
#> 1549 2 1 1 1 1.20 5.780299e+00 2
#> 1550 2 1 1 1 1.77 2.747861e+00 2
#> 1551 2 1 1 1 1.16 8.111586e+00 2
#> 1552 2 1 1 1 0.26 8.049929e-01 2
#> 1553 2 1 -1 0 1.44 1.147655e+00 2
#> 1554 2 1 -1 0 3.70 1.026111e+01 2
#> 1555 2 1 1 1 0.93 -4.568948e-01 1
#> 1556 2 1 1 1 0.35 1.375245e+00 2
#> 1557 2 1 1 1 0.55 8.166009e+00 2
#> 1558 2 1 1 1 0.36 5.759619e+00 2
#> 1559 2 1 1 1 0.98 -9.752342e-01 1
#> 1560 2 1 1 1 1.66 -1.765642e+00 1
#> 1561 2 1 1 1 0.38 2.792159e+00 2
#> 1562 2 1 1 1 0.84 -1.375685e+00 1
#> 1563 2 1 1 1 1.30 -8.285562e-03 1
#> 1564 2 1 1 1 1.50 9.510645e+00 2
#> 1565 2 1 1 1 1.50 8.310582e+00 2
#> 1566 2 1 1 1 0.46 1.296402e+00 2
#> 1567 2 1 1 1 0.89 4.118865e+00 2
#> 1568 2 1 1 1 0.36 7.134895e+00 2
#> 1569 2 1 -1 0 3.87 1.043789e+01 2
#> 1570 2 1 1 1 0.69 6.754104e-01 1
#> 1571 2 1 1 1 1.94 3.518220e+00 2
#> 1572 2 1 1 1 0.87 6.057565e+00 2
#> 1573 2 1 1 1 1.51 5.181883e+00 2
#> 1574 2 1 1 1 2.78 1.014186e+00 2
#> 1575 2 1 1 1 0.49 2.089386e+00 2
#> 1576 2 1 1 1 1.07 5.451008e+00 2
#> 1577 2 1 1 1 0.65 6.403559e+00 2
#> 1578 2 1 1 1 1.22 4.188359e+00 2
#> 1579 2 1 1 1 1.95 1.932369e+00 2
#> 1580 2 1 -1 0 1.06 7.492259e+00 2
#> 1581 2 1 1 1 0.57 7.749943e+00 2
#> 1582 2 1 1 1 1.26 5.858037e+00 2
#> 1583 2 1 1 1 0.58 3.821108e+00 2
#> 1584 2 1 1 1 0.36 1.114403e+00 2
#> 1585 2 1 1 1 1.34 5.175092e+00 2
#> 1586 2 1 1 1 2.55 5.531057e+00 2
#> 1587 2 1 1 1 0.37 7.444893e+00 2
#> 1588 2 1 1 1 0.68 2.694360e+00 2
#> 1589 2 1 1 1 0.21 3.054447e+00 2
#> 1590 2 1 -1 0 1.52 6.033719e+00 2
#> 1591 2 1 1 1 0.41 5.733669e+00 2
#> 1592 2 1 1 1 0.88 2.626752e+00 2
#> 1593 2 1 1 1 0.91 6.911540e+00 2
#> 1594 2 1 1 1 1.29 1.121933e+01 2
#> 1595 2 1 1 1 0.45 5.346374e+00 2
#> 1596 2 1 1 1 0.26 1.462687e+00 2
#> 1597 2 1 1 1 0.70 5.250205e+00 2
#> 1598 2 1 1 1 0.59 8.056730e-02 1
#> 1599 2 1 1 1 1.40 1.753794e+00 2
#> 1600 2 1 1 1 2.16 1.067294e+01 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.769
#> 2 1 0.704
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.0754
#> 2 1 -0.115
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0671
#> 2 2 -0.0746
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0113
#> 2 2 -0.0171
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 0.0470
#> 2 1 1 -0.0672
#> 3 2 0 0.0107
#> 4 2 1 -0.0247
#>
#>
# }