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 dWEV 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 rWEV 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 2.80 5.08238845 2
#> 2 1 -1 1 0 1.11 0.68638307 1
#> 3 1 -1 1 0 2.89 -0.39273888 1
#> 4 1 -1 1 0 1.67 2.35864785 2
#> 5 1 -1 1 0 3.47 -6.47991498 1
#> 6 1 -1 1 0 1.11 0.05319711 1
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(size=1.2)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
#> Warning: Removed 544 rows containing non-finite values (`stat_density()`).
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.234
#> 2 1 0 2 0.0314
#> 3 1 1 1 0.278
#> 4 1 1 2 0.114
#> 5 2 0 1 0.227
#> 6 2 0 2 0.148
# \donttest{
agg_simus$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 0.83 -0.063430213 1
#> 2 1 -1 1 0 0.68 -0.343373909 1
#> 3 1 -1 -1 1 0.82 -0.154013734 1
#> 4 1 -1 1 0 0.46 -0.073920011 1
#> 5 1 -1 1 0 2.09 -3.750670516 1
#> 6 1 -1 -1 1 0.30 -1.800756719 1
#> 7 1 -1 -1 1 1.67 1.998427208 2
#> 8 1 -1 -1 1 0.65 0.752351122 1
#> 9 1 -1 1 0 0.90 1.116079943 2
#> 10 1 -1 -1 1 0.79 -1.348789362 1
#> 11 1 -1 -1 1 2.15 -1.606138029 1
#> 12 1 -1 1 0 0.30 -0.951043779 1
#> 13 1 -1 -1 1 1.48 4.110959563 2
#> 14 1 -1 -1 1 0.68 4.131310506 2
#> 15 1 -1 -1 1 1.62 0.575068957 1
#> 16 1 -1 -1 1 0.92 -2.144914410 1
#> 17 1 -1 -1 1 0.67 4.311694644 2
#> 18 1 -1 1 0 0.75 3.042978407 2
#> 19 1 -1 1 0 1.87 3.624570410 2
#> 20 1 -1 -1 1 1.22 1.378770732 2
#> 21 1 -1 -1 1 0.39 4.879686233 2
#> 22 1 -1 -1 1 1.74 -3.173973722 1
#> 23 1 -1 1 0 0.69 5.153981223 2
#> 24 1 -1 -1 1 0.69 -0.860744969 1
#> 25 1 -1 -1 1 1.19 4.468189862 2
#> 26 1 -1 1 0 0.42 -1.585332036 1
#> 27 1 -1 -1 1 0.56 -2.335449031 1
#> 28 1 -1 -1 1 1.58 5.186123411 2
#> 29 1 -1 1 0 1.89 2.378689264 2
#> 30 1 -1 -1 1 0.81 2.903208123 2
#> 31 1 -1 -1 1 0.41 -0.610512393 1
#> 32 1 -1 -1 1 1.69 0.559116264 1
#> 33 1 -1 1 0 0.96 -0.221477243 1
#> 34 1 -1 1 0 0.99 1.232455214 2
#> 35 1 -1 1 0 0.28 -0.323015722 1
#> 36 1 -1 1 0 2.47 6.961123359 2
#> 37 1 -1 -1 1 4.04 -4.315136273 1
#> 38 1 -1 -1 1 1.10 -0.890909481 1
#> 39 1 -1 -1 1 1.16 -0.305293552 1
#> 40 1 -1 1 0 0.43 1.908738207 2
#> 41 1 -1 1 0 1.33 4.623350666 2
#> 42 1 -1 -1 1 1.18 -1.030838554 1
#> 43 1 -1 1 0 0.87 1.378387633 2
#> 44 1 -1 1 0 2.45 -0.732619667 1
#> 45 1 -1 1 0 2.79 4.738091758 2
#> 46 1 -1 1 0 0.51 2.708040217 2
#> 47 1 -1 -1 1 1.08 0.223843405 1
#> 48 1 -1 1 0 2.91 -2.892639857 1
#> 49 1 -1 1 0 1.29 -1.092067251 1
#> 50 1 -1 1 0 0.66 1.016304469 2
#> 51 1 -1 1 0 1.05 5.979854149 2
#> 52 1 -1 -1 1 1.57 4.061882198 2
#> 53 1 -1 1 0 1.84 -0.115235655 1
#> 54 1 -1 1 0 0.68 0.223436793 1
#> 55 1 -1 1 0 0.28 2.792330848 2
#> 56 1 -1 -1 1 1.25 -0.509763488 1
#> 57 1 -1 -1 1 2.13 5.391378023 2
#> 58 1 -1 -1 1 3.25 3.638391159 2
#> 59 1 -1 -1 1 1.61 1.706050761 2
#> 60 1 -1 1 0 6.48 -4.474280808 1
#> 61 1 -1 -1 1 1.03 -2.870544276 1
#> 62 1 -1 -1 1 1.05 6.093305545 2
#> 63 1 -1 1 0 2.44 -6.470239924 1
#> 64 1 -1 -1 1 0.43 4.474374551 2
#> 65 1 -1 1 0 0.73 -2.966663652 1
#> 66 1 -1 1 0 1.86 -2.502522402 1
#> 67 1 -1 1 0 2.09 -1.015480131 1
#> 68 1 -1 -1 1 0.96 2.885363823 2
#> 69 1 -1 -1 1 0.47 1.752095413 2
#> 70 1 -1 -1 1 3.06 -2.371125520 1
#> 71 1 -1 1 0 0.79 2.083671756 2
#> 72 1 -1 -1 1 1.51 2.415160687 2
#> 73 1 -1 1 0 1.25 -3.539021468 1
#> 74 1 -1 -1 1 0.74 0.729447651 1
#> 75 1 -1 1 0 0.39 -1.463631257 1
#> 76 1 -1 -1 1 1.71 0.650093924 1
#> 77 1 -1 1 0 0.74 1.588036385 2
#> 78 1 -1 -1 1 1.39 -2.935983712 1
#> 79 1 -1 -1 1 0.32 2.681541925 2
#> 80 1 -1 -1 1 0.63 3.164052175 2
#> 81 1 -1 1 0 2.35 7.725926082 2
#> 82 1 -1 -1 1 0.91 7.032082228 2
#> 83 1 -1 1 0 0.25 2.882088676 2
#> 84 1 -1 1 0 1.46 2.167606849 2
#> 85 1 -1 -1 1 1.11 1.900370497 2
#> 86 1 -1 1 0 3.62 1.110533768 2
#> 87 1 -1 1 0 3.59 -4.375575501 1
#> 88 1 -1 -1 1 1.01 -1.408858313 1
#> 89 1 -1 -1 1 0.90 5.407274003 2
#> 90 1 -1 1 0 0.67 1.134850053 2
#> 91 1 -1 -1 1 2.62 8.359227960 2
#> 92 1 -1 1 0 0.54 1.047190026 2
#> 93 1 -1 -1 1 2.95 -5.019210004 1
#> 94 1 -1 1 0 3.07 -2.790254253 1
#> 95 1 -1 1 0 0.52 6.688119647 2
#> 96 1 -1 1 0 0.26 -1.755118602 1
#> 97 1 -1 -1 1 1.54 2.816411394 2
#> 98 1 -1 1 0 1.34 2.546137301 2
#> 99 1 -1 -1 1 0.26 -3.929630133 1
#> 100 1 -1 -1 1 0.74 3.972196241 2
#> 101 1 -1 1 0 0.55 0.831460663 2
#> 102 1 -1 -1 1 2.44 -5.503383696 1
#> 103 1 -1 -1 1 0.50 4.827853782 2
#> 104 1 -1 -1 1 1.51 2.462043346 2
#> 105 1 -1 1 0 2.62 2.976390856 2
#> 106 1 -1 -1 1 1.96 -1.924512886 1
#> 107 1 -1 -1 1 2.70 -3.769565023 1
#> 108 1 -1 -1 1 0.51 4.897386003 2
#> 109 1 -1 1 0 0.62 3.503225599 2
#> 110 1 -1 1 0 0.90 1.201708138 2
#> 111 1 -1 1 0 2.30 -3.779754545 1
#> 112 1 -1 1 0 0.77 -2.071490236 1
#> 113 1 -1 -1 1 3.35 -0.227274098 1
#> 114 1 -1 1 0 0.97 -2.380693055 1
#> 115 1 -1 1 0 3.69 6.673760289 2
#> 116 1 -1 -1 1 1.44 -0.357800908 1
#> 117 1 -1 -1 1 2.44 4.817841814 2
#> 118 1 -1 -1 1 1.23 0.845588776 2
#> 119 1 -1 1 0 0.84 1.066233281 2
#> 120 1 -1 -1 1 0.61 3.681941054 2
#> 121 1 -1 1 0 1.09 4.095383675 2
#> 122 1 -1 -1 1 0.60 2.916392305 2
#> 123 1 -1 1 0 0.82 0.382368661 1
#> 124 1 -1 -1 1 3.22 4.368661970 2
#> 125 1 -1 1 0 4.31 3.872296320 2
#> 126 1 -1 1 0 2.17 -6.367124184 1
#> 127 1 -1 -1 1 1.15 0.020964319 1
#> 128 1 -1 -1 1 1.20 2.119701483 2
#> 129 1 -1 1 0 3.62 7.075219633 2
#> 130 1 -1 1 0 1.88 0.410545040 1
#> 131 1 -1 1 0 2.97 -4.789746357 1
#> 132 1 -1 -1 1 0.78 -1.787699301 1
#> 133 1 -1 -1 1 1.16 2.356728656 2
#> 134 1 -1 1 0 0.41 -0.056438223 1
#> 135 1 -1 -1 1 2.23 0.052780008 1
#> 136 1 -1 1 0 0.38 -0.318878154 1
#> 137 1 -1 1 0 1.20 2.507360455 2
#> 138 1 -1 1 0 1.06 -2.616672205 1
#> 139 1 -1 1 0 0.90 5.071123303 2
#> 140 1 -1 1 0 1.53 -1.863213168 1
#> 141 1 -1 1 0 2.09 4.065320089 2
#> 142 1 -1 -1 1 1.49 1.671610436 2
#> 143 1 -1 1 0 6.70 3.931513001 2
#> 144 1 -1 -1 1 2.23 -2.625569603 1
#> 145 1 -1 1 0 1.79 -0.535774611 1
#> 146 1 -1 -1 1 1.70 4.195170696 2
#> 147 1 -1 1 0 0.99 3.719739148 2
#> 148 1 -1 -1 1 1.76 5.999407408 2
#> 149 1 -1 -1 1 0.35 2.718756433 2
#> 150 1 -1 -1 1 1.74 -4.979426429 1
#> 151 1 -1 -1 1 1.62 0.026298753 1
#> 152 1 -1 -1 1 0.74 1.495635047 2
#> 153 1 -1 -1 1 2.36 -3.897392892 1
#> 154 1 -1 1 0 0.87 -1.172832782 1
#> 155 1 -1 1 0 0.50 -4.888781630 1
#> 156 1 -1 1 0 1.25 4.493258131 2
#> 157 1 -1 1 0 1.79 3.912769577 2
#> 158 1 -1 -1 1 1.54 2.052985767 2
#> 159 1 -1 1 0 0.71 -0.843854862 1
#> 160 1 -1 1 0 0.82 5.791345112 2
#> 161 1 -1 -1 1 1.66 -0.266532625 1
#> 162 1 -1 -1 1 1.26 1.015420727 2
#> 163 1 -1 1 0 2.59 1.490598037 2
#> 164 1 -1 1 0 0.66 1.898126446 2
#> 165 1 -1 -1 1 0.37 1.125278975 2
#> 166 1 -1 1 0 5.06 0.978437646 2
#> 167 1 -1 -1 1 0.90 0.571324088 1
#> 168 1 -1 1 0 0.52 3.440299622 2
#> 169 1 -1 1 0 0.93 1.591131863 2
#> 170 1 -1 1 0 0.80 2.376034113 2
#> 171 1 -1 -1 1 0.41 3.644098873 2
#> 172 1 -1 -1 1 1.70 -1.227954065 1
#> 173 1 -1 -1 1 1.15 6.491069578 2
#> 174 1 -1 -1 1 1.02 -1.622560868 1
#> 175 1 -1 -1 1 0.71 -2.298317980 1
#> 176 1 -1 1 0 0.72 -5.634106325 1
#> 177 1 -1 -1 1 1.01 4.218103580 2
#> 178 1 -1 1 0 5.13 0.845444044 2
#> 179 1 -1 1 0 1.39 2.382055343 2
#> 180 1 -1 -1 1 1.83 3.110042315 2
#> 181 1 -1 1 0 0.73 -2.605060192 1
#> 182 1 -1 -1 1 0.93 0.157573669 1
#> 183 1 -1 -1 1 0.78 7.558763346 2
#> 184 1 -1 -1 1 1.39 0.148334893 1
#> 185 1 -1 1 0 0.94 4.508887088 2
#> 186 1 -1 -1 1 0.46 0.713782275 1
#> 187 1 -1 -1 1 0.52 -1.630396903 1
#> 188 1 -1 -1 1 1.18 -3.264652895 1
#> 189 1 -1 1 0 1.19 -1.868054741 1
#> 190 1 -1 -1 1 0.78 1.113215290 2
#> 191 1 -1 -1 1 0.73 -3.373357017 1
#> 192 1 -1 -1 1 1.70 3.001558961 2
#> 193 1 -1 -1 1 0.51 1.612966197 2
#> 194 1 -1 -1 1 1.25 -2.982586775 1
#> 195 1 -1 -1 1 0.53 -1.089978717 1
#> 196 1 -1 -1 1 2.19 -1.498317200 1
#> 197 1 -1 -1 1 0.46 -2.431439577 1
#> 198 1 -1 -1 1 1.42 6.882090852 2
#> 199 1 -1 1 0 2.20 4.159216364 2
#> 200 1 -1 1 0 0.75 -1.993219931 1
#> 201 1 -1 -1 1 1.90 1.941787436 2
#> 202 1 -1 -1 1 0.77 0.161865744 1
#> 203 1 -1 -1 1 1.41 -1.888848102 1
#> 204 1 -1 -1 1 1.11 -0.151769398 1
#> 205 1 -1 -1 1 1.58 6.556276663 2
#> 206 1 -1 -1 1 4.75 2.615174705 2
#> 207 1 -1 -1 1 1.20 -3.594668113 1
#> 208 1 -1 -1 1 0.64 -0.994573892 1
#> 209 1 -1 1 0 3.41 3.750444374 2
#> 210 1 -1 -1 1 1.03 -5.824852747 1
#> 211 1 -1 1 0 2.87 -9.222036546 1
#> 212 1 -1 1 0 2.29 1.303437357 2
#> 213 1 -1 1 0 1.05 -1.436420555 1
#> 214 1 -1 -1 1 1.10 -0.444923771 1
#> 215 1 -1 1 0 4.03 5.920398952 2
#> 216 1 -1 -1 1 0.94 -3.293135121 1
#> 217 1 -1 1 0 1.34 5.007509525 2
#> 218 1 -1 1 0 3.68 -2.941129701 1
#> 219 1 -1 1 0 0.98 -2.437430710 1
#> 220 1 -1 -1 1 2.19 -1.287007097 1
#> 221 1 -1 1 0 1.85 -1.835083346 1
#> 222 1 -1 1 0 0.38 -3.822984550 1
#> 223 1 -1 1 0 1.30 2.700918042 2
#> 224 1 -1 1 0 0.78 -3.767233908 1
#> 225 1 -1 1 0 3.84 9.609974290 2
#> 226 1 -1 1 0 0.30 -0.004692537 1
#> 227 1 -1 -1 1 1.43 3.097078244 2
#> 228 1 -1 -1 1 0.68 -1.142673951 1
#> 229 1 -1 -1 1 2.41 -0.895826071 1
#> 230 1 -1 -1 1 0.40 -0.445526367 1
#> 231 1 -1 1 0 0.94 -4.542361420 1
#> 232 1 -1 -1 1 7.58 3.383317579 2
#> 233 1 -1 -1 1 1.02 -0.574692532 1
#> 234 1 -1 1 0 0.83 0.378772280 1
#> 235 1 -1 -1 1 0.83 1.749232487 2
#> 236 1 -1 1 0 1.05 -2.226158786 1
#> 237 1 -1 -1 1 1.71 2.180806782 2
#> 238 1 -1 1 0 1.67 -1.389599102 1
#> 239 1 -1 -1 1 1.05 -2.155338769 1
#> 240 1 -1 -1 1 1.30 4.042454414 2
#> 241 1 -1 1 0 0.84 0.448960759 1
#> 242 1 -1 1 0 0.69 3.922528447 2
#> 243 1 -1 -1 1 1.59 5.501209040 2
#> 244 1 -1 1 0 1.69 0.998844889 2
#> 245 1 -1 1 0 2.98 3.547078093 2
#> 246 1 -1 -1 1 0.55 -0.167928572 1
#> 247 1 -1 -1 1 0.95 -4.242943900 1
#> 248 1 -1 -1 1 1.68 0.848620835 2
#> 249 1 -1 -1 1 1.56 1.131611421 2
#> 250 1 -1 1 0 0.19 -0.762185221 1
#> 251 1 -1 1 0 0.33 0.429708932 1
#> 252 1 -1 -1 1 2.66 -3.166789736 1
#> 253 1 -1 1 0 0.39 3.111367078 2
#> 254 1 -1 1 0 0.78 -2.438047653 1
#> 255 1 -1 1 0 0.19 1.142887774 2
#> 256 1 -1 1 0 0.76 3.923057237 2
#> 257 1 -1 -1 1 0.71 4.583936918 2
#> 258 1 -1 1 0 0.47 -0.323363142 1
#> 259 1 -1 -1 1 0.67 1.010930100 2
#> 260 1 -1 -1 1 1.05 2.464242589 2
#> 261 1 -1 -1 1 0.90 1.082069492 2
#> 262 1 -1 -1 1 1.06 1.879986322 2
#> 263 1 -1 -1 1 0.90 -2.033621411 1
#> 264 1 -1 -1 1 0.87 -0.283123378 1
#> 265 1 -1 1 0 1.77 1.636750434 2
#> 266 1 -1 -1 1 2.13 -4.851395159 1
#> 267 1 -1 1 0 0.54 6.084537690 2
#> 268 1 -1 -1 1 0.30 -2.118956246 1
#> 269 1 -1 1 0 0.65 1.563584946 2
#> 270 1 -1 1 0 0.79 2.073207265 2
#> 271 1 -1 1 0 0.55 -2.055353109 1
#> 272 1 -1 1 0 2.78 -2.584629640 1
#> 273 1 -1 1 0 2.11 2.744681055 2
#> 274 1 -1 -1 1 0.57 -0.516573108 1
#> 275 1 -1 -1 1 1.44 5.467514334 2
#> 276 1 -1 1 0 0.88 -1.515465179 1
#> 277 1 -1 -1 1 0.33 1.293133257 2
#> 278 1 -1 -1 1 0.56 -1.712571269 1
#> 279 1 -1 -1 1 0.38 0.339370916 1
#> 280 1 -1 1 0 0.59 -3.469128488 1
#> 281 1 -1 1 0 1.03 2.279001292 2
#> 282 1 -1 -1 1 0.48 -2.056267034 1
#> 283 1 -1 -1 1 0.49 -3.448519441 1
#> 284 1 -1 -1 1 1.39 -1.275262962 1
#> 285 1 -1 -1 1 0.93 0.114937654 1
#> 286 1 -1 -1 1 1.78 2.430920458 2
#> 287 1 -1 -1 1 0.92 0.697671929 1
#> 288 1 -1 1 0 2.18 7.244818590 2
#> 289 1 -1 1 0 1.66 -1.895127304 1
#> 290 1 -1 -1 1 0.76 4.872926838 2
#> 291 1 -1 -1 1 0.60 0.118108376 1
#> 292 1 -1 -1 1 2.99 0.861290591 2
#> 293 1 -1 1 0 5.03 -2.651288746 1
#> 294 1 -1 1 0 1.49 0.943401891 2
#> 295 1 -1 -1 1 0.92 -4.320092507 1
#> 296 1 -1 -1 1 1.22 2.337083017 2
#> 297 1 -1 1 0 2.93 1.817766800 2
#> 298 1 -1 -1 1 1.25 5.052863105 2
#> 299 1 -1 -1 1 1.13 -3.304449074 1
#> 300 1 -1 -1 1 0.64 3.473980566 2
#> 301 1 -1 -1 1 0.52 -3.685589862 1
#> 302 1 -1 -1 1 0.53 0.706227552 1
#> 303 1 -1 1 0 0.42 6.901885953 2
#> 304 1 -1 -1 1 0.70 -1.443759980 1
#> 305 1 -1 1 0 1.33 -1.337778174 1
#> 306 1 -1 -1 1 0.75 0.013794101 1
#> 307 1 -1 1 0 0.62 1.829355727 2
#> 308 1 -1 1 0 0.63 -4.089792063 1
#> 309 1 -1 1 0 2.16 7.019569792 2
#> 310 1 -1 1 0 0.73 2.243919528 2
#> 311 1 -1 -1 1 0.63 1.566970837 2
#> 312 1 -1 -1 1 1.58 -8.305917268 1
#> 313 1 -1 1 0 0.51 1.213766753 2
#> 314 1 -1 -1 1 0.45 1.419207366 2
#> 315 1 -1 1 0 0.63 -5.859691970 1
#> 316 1 -1 -1 1 1.99 -3.649866962 1
#> 317 1 -1 -1 1 0.70 2.198297124 2
#> 318 1 -1 -1 1 1.37 2.578407697 2
#> 319 1 -1 -1 1 0.79 -0.567640458 1
#> 320 1 -1 -1 1 1.82 -0.406894379 1
#> 321 1 -1 -1 1 2.16 -0.149002048 1
#> 322 1 -1 1 0 1.43 4.143873352 2
#> 323 1 -1 1 0 0.33 -3.838064462 1
#> 324 1 -1 1 0 0.74 1.677960179 2
#> 325 1 -1 1 0 0.57 0.161970296 1
#> 326 1 -1 -1 1 1.11 5.245035750 2
#> 327 1 -1 -1 1 0.38 0.857671327 2
#> 328 1 -1 -1 1 1.59 -2.620631581 1
#> 329 1 -1 1 0 1.66 5.420293002 2
#> 330 1 -1 1 0 0.42 1.431882632 2
#> 331 1 -1 -1 1 0.58 -0.383950238 1
#> 332 1 -1 -1 1 0.60 0.358219945 1
#> 333 1 -1 -1 1 0.57 -0.757600900 1
#> 334 1 -1 1 0 0.55 2.657750979 2
#> 335 1 -1 -1 1 0.69 0.985836066 2
#> 336 1 -1 -1 1 0.46 1.621049522 2
#> 337 1 -1 -1 1 1.36 -0.620527000 1
#> 338 1 -1 1 0 0.61 2.839413244 2
#> 339 1 -1 -1 1 1.05 4.999713940 2
#> 340 1 -1 1 0 6.13 2.204189371 2
#> 341 1 -1 1 0 0.36 -1.686345443 1
#> 342 1 -1 -1 1 0.52 3.082259543 2
#> 343 1 -1 -1 1 1.76 -5.524668146 1
#> 344 1 -1 1 0 0.97 -1.208258053 1
#> 345 1 -1 -1 1 0.69 2.180517026 2
#> 346 1 -1 -1 1 0.76 -1.628906750 1
#> 347 1 -1 -1 1 1.48 0.837216140 2
#> 348 1 -1 -1 1 1.12 0.153807151 1
#> 349 1 -1 -1 1 1.08 1.855731597 2
#> 350 1 -1 -1 1 0.74 2.089187436 2
#> 351 1 -1 1 0 1.96 -0.527283377 1
#> 352 1 -1 1 0 1.53 3.595656017 2
#> 353 1 -1 -1 1 2.72 4.745607591 2
#> 354 1 -1 -1 1 1.80 -2.559194299 1
#> 355 1 -1 1 0 0.38 0.511597388 1
#> 356 1 -1 -1 1 1.21 8.447649121 2
#> 357 1 -1 1 0 0.84 3.193052381 2
#> 358 1 -1 1 0 0.97 1.898946564 2
#> 359 1 -1 1 0 0.36 2.697081339 2
#> 360 1 -1 1 0 0.34 2.638097700 2
#> 361 1 -1 -1 1 2.35 -8.057511602 1
#> 362 1 -1 -1 1 2.81 3.471125929 2
#> 363 1 -1 1 0 0.56 0.694484552 1
#> 364 1 -1 -1 1 0.62 -4.530388680 1
#> 365 1 -1 -1 1 2.50 2.700135520 2
#> 366 1 -1 -1 1 0.57 0.979349165 2
#> 367 1 -1 -1 1 1.14 -0.742503983 1
#> 368 1 -1 -1 1 1.10 0.061810652 1
#> 369 1 -1 -1 1 0.58 0.900314575 2
#> 370 1 -1 1 0 0.94 -2.996137652 1
#> 371 1 -1 1 0 1.03 3.132344851 2
#> 372 1 -1 1 0 1.12 1.288417915 2
#> 373 1 -1 -1 1 1.00 1.161770443 2
#> 374 1 -1 1 0 2.75 4.001576589 2
#> 375 1 -1 -1 1 2.20 1.342437826 2
#> 376 1 -1 1 0 2.24 4.639936457 2
#> 377 1 -1 -1 1 4.68 3.953194066 2
#> 378 1 -1 -1 1 1.19 -3.770120617 1
#> 379 1 -1 1 0 0.64 -0.653423088 1
#> 380 1 -1 -1 1 1.66 5.903704813 2
#> 381 1 -1 -1 1 0.88 2.609710818 2
#> 382 1 -1 1 0 1.12 4.174909290 2
#> 383 1 -1 -1 1 1.21 0.032924568 1
#> 384 1 -1 1 0 2.34 1.097821754 2
#> 385 1 -1 -1 1 1.03 3.150643719 2
#> 386 1 -1 1 0 1.55 -1.306504972 1
#> 387 1 -1 -1 1 1.86 1.566314223 2
#> 388 1 -1 1 0 2.70 1.547940219 2
#> 389 1 -1 -1 1 1.78 0.402666690 1
#> 390 1 -1 -1 1 5.04 2.118928157 2
#> 391 1 -1 -1 1 1.37 -6.444073888 1
#> 392 1 -1 -1 1 0.62 2.013444613 2
#> 393 1 -1 -1 1 4.11 -5.352099554 1
#> 394 1 -1 -1 1 1.30 -0.152826306 1
#> 395 1 -1 -1 1 0.42 3.520038851 2
#> 396 1 -1 -1 1 1.21 -2.370028032 1
#> 397 1 -1 1 0 0.25 0.229091475 1
#> 398 1 -1 1 0 1.05 3.666826601 2
#> 399 1 -1 -1 1 0.74 0.642865669 1
#> 400 1 -1 -1 1 1.01 0.721005807 1
#> 401 2 -1 -1 1 0.67 6.390961891 2
#> 402 2 -1 -1 1 2.04 9.419872395 2
#> 403 2 -1 -1 1 1.87 1.081743171 2
#> 404 2 -1 -1 1 1.05 6.878410548 2
#> 405 2 -1 -1 1 0.82 6.960120463 2
#> 406 2 -1 -1 1 1.44 8.482276685 2
#> 407 2 -1 -1 1 1.03 5.377967075 2
#> 408 2 -1 -1 1 1.14 3.597358047 2
#> 409 2 -1 -1 1 0.57 3.549595729 2
#> 410 2 -1 -1 1 1.49 2.829745615 2
#> 411 2 -1 -1 1 1.43 6.852282928 2
#> 412 2 -1 -1 1 0.33 -1.337170811 1
#> 413 2 -1 -1 1 1.66 4.589253444 2
#> 414 2 -1 -1 1 1.39 3.713446192 2
#> 415 2 -1 -1 1 0.67 6.323128989 2
#> 416 2 -1 -1 1 0.73 2.151311106 2
#> 417 2 -1 1 0 2.12 8.074586878 2
#> 418 2 -1 -1 1 6.51 12.348116688 2
#> 419 2 -1 -1 1 2.01 4.533644461 2
#> 420 2 -1 -1 1 1.94 0.109375569 1
#> 421 2 -1 -1 1 1.37 -0.566482554 1
#> 422 2 -1 -1 1 0.31 8.488326569 2
#> 423 2 -1 1 0 0.51 4.887125077 2
#> 424 2 -1 1 0 2.15 -0.435693726 1
#> 425 2 -1 -1 1 2.64 -0.018451342 1
#> 426 2 -1 -1 1 0.46 -0.417398932 1
#> 427 2 -1 -1 1 1.46 4.404937043 2
#> 428 2 -1 -1 1 0.68 -0.602897579 1
#> 429 2 -1 -1 1 1.03 -0.329191795 1
#> 430 2 -1 1 0 0.99 1.472516779 2
#> 431 2 -1 -1 1 1.83 0.033759537 1
#> 432 2 -1 -1 1 0.81 6.289832757 2
#> 433 2 -1 1 0 0.45 3.223139592 2
#> 434 2 -1 -1 1 1.28 -2.367946248 1
#> 435 2 -1 1 0 0.69 2.792417619 2
#> 436 2 -1 -1 1 0.46 4.505938426 2
#> 437 2 -1 -1 1 2.47 4.851581684 2
#> 438 2 -1 -1 1 1.51 6.864868782 2
#> 439 2 -1 1 0 5.00 19.735073962 2
#> 440 2 -1 -1 1 1.04 5.262631087 2
#> 441 2 -1 -1 1 1.90 4.876220174 2
#> 442 2 -1 -1 1 0.47 6.652417948 2
#> 443 2 -1 -1 1 1.79 5.171052941 2
#> 444 2 -1 -1 1 0.35 2.592828026 2
#> 445 2 -1 -1 1 1.01 8.714757153 2
#> 446 2 -1 -1 1 3.13 -4.735872756 1
#> 447 2 -1 -1 1 0.73 2.495150096 2
#> 448 2 -1 -1 1 1.01 6.176676763 2
#> 449 2 -1 1 0 0.40 0.896284260 2
#> 450 2 -1 1 0 0.93 4.710456281 2
#> 451 2 -1 -1 1 0.53 -1.653275168 1
#> 452 2 -1 -1 1 0.43 9.331427267 2
#> 453 2 -1 -1 1 1.41 3.094096892 2
#> 454 2 -1 1 0 2.20 5.386079300 2
#> 455 2 -1 -1 1 1.60 0.712829518 1
#> 456 2 -1 -1 1 0.81 2.974831923 2
#> 457 2 -1 -1 1 2.75 10.999953818 2
#> 458 2 -1 1 0 2.96 0.445978278 1
#> 459 2 -1 -1 1 2.77 2.000763496 2
#> 460 2 -1 -1 1 1.22 4.719583321 2
#> 461 2 -1 -1 1 1.09 1.419454511 2
#> 462 2 -1 1 0 4.61 0.370966778 1
#> 463 2 -1 -1 1 1.94 9.345566747 2
#> 464 2 -1 -1 1 1.42 2.533413025 2
#> 465 2 -1 -1 1 1.46 -2.906112723 1
#> 466 2 -1 -1 1 0.31 5.524755755 2
#> 467 2 -1 -1 1 0.95 2.286556081 2
#> 468 2 -1 -1 1 1.27 7.865410014 2
#> 469 2 -1 -1 1 1.66 9.751084061 2
#> 470 2 -1 -1 1 0.31 2.097298754 2
#> 471 2 -1 -1 1 0.44 2.500771933 2
#> 472 2 -1 -1 1 1.06 -1.600133382 1
#> 473 2 -1 -1 1 1.00 3.281801946 2
#> 474 2 -1 -1 1 0.32 4.589740567 2
#> 475 2 -1 -1 1 4.40 7.652011878 2
#> 476 2 -1 -1 1 0.41 5.205557293 2
#> 477 2 -1 -1 1 1.83 5.404312094 2
#> 478 2 -1 -1 1 1.42 5.624723549 2
#> 479 2 -1 1 0 0.90 -0.628030493 1
#> 480 2 -1 -1 1 0.44 6.433891035 2
#> 481 2 -1 1 0 0.41 2.594366283 2
#> 482 2 -1 1 0 3.60 10.755140885 2
#> 483 2 -1 -1 1 1.45 1.774452044 2
#> 484 2 -1 -1 1 0.55 6.028761141 2
#> 485 2 -1 -1 1 0.60 1.677415853 2
#> 486 2 -1 -1 1 0.57 1.259197404 2
#> 487 2 -1 -1 1 0.69 -0.038769767 1
#> 488 2 -1 1 0 5.47 12.644298825 2
#> 489 2 -1 1 0 0.79 4.450036379 2
#> 490 2 -1 -1 1 2.78 8.835100909 2
#> 491 2 -1 -1 1 2.56 14.069112366 2
#> 492 2 -1 -1 1 1.24 7.805294253 2
#> 493 2 -1 -1 1 1.18 5.721454833 2
#> 494 2 -1 -1 1 0.72 4.672595516 2
#> 495 2 -1 1 0 1.93 7.319675649 2
#> 496 2 -1 -1 1 4.89 13.118032872 2
#> 497 2 -1 -1 1 0.55 8.877434958 2
#> 498 2 -1 -1 1 0.79 7.590224348 2
#> 499 2 -1 -1 1 0.71 5.103922522 2
#> 500 2 -1 -1 1 1.70 3.024990925 2
#> 501 2 -1 -1 1 1.79 10.844910347 2
#> 502 2 -1 -1 1 0.95 0.125020809 1
#> 503 2 -1 -1 1 0.27 0.674703062 1
#> 504 2 -1 1 0 0.63 -0.410722800 1
#> 505 2 -1 1 0 3.64 8.955505104 2
#> 506 2 -1 -1 1 0.58 2.626690388 2
#> 507 2 -1 -1 1 1.52 4.973463894 2
#> 508 2 -1 -1 1 0.99 6.961307825 2
#> 509 2 -1 -1 1 0.41 0.842810959 2
#> 510 2 -1 -1 1 1.00 3.839175896 2
#> 511 2 -1 1 0 0.21 3.429220271 2
#> 512 2 -1 1 0 1.60 1.423000407 2
#> 513 2 -1 -1 1 0.79 8.271030731 2
#> 514 2 -1 1 0 1.39 3.799421880 2
#> 515 2 -1 -1 1 0.50 3.456530188 2
#> 516 2 -1 1 0 0.88 6.037720350 2
#> 517 2 -1 -1 1 0.56 5.668171094 2
#> 518 2 -1 -1 1 1.77 5.449784086 2
#> 519 2 -1 -1 1 1.09 3.118884599 2
#> 520 2 -1 -1 1 2.66 14.038328761 2
#> 521 2 -1 -1 1 0.51 4.674594201 2
#> 522 2 -1 -1 1 1.72 3.009990192 2
#> 523 2 -1 -1 1 2.05 9.143222479 2
#> 524 2 -1 -1 1 0.54 3.399973940 2
#> 525 2 -1 1 0 0.38 6.397031126 2
#> 526 2 -1 -1 1 2.63 7.747775700 2
#> 527 2 -1 1 0 2.42 7.502475523 2
#> 528 2 -1 -1 1 5.97 5.926469670 2
#> 529 2 -1 -1 1 2.02 -1.023160851 1
#> 530 2 -1 -1 1 0.99 6.085256822 2
#> 531 2 -1 -1 1 1.43 2.411672477 2
#> 532 2 -1 -1 1 1.34 3.362393136 2
#> 533 2 -1 -1 1 1.73 9.754219547 2
#> 534 2 -1 -1 1 1.33 7.812102640 2
#> 535 2 -1 -1 1 0.29 7.073225538 2
#> 536 2 -1 -1 1 1.14 7.852641571 2
#> 537 2 -1 1 0 1.45 6.195084344 2
#> 538 2 -1 -1 1 1.24 1.934549646 2
#> 539 2 -1 -1 1 0.34 5.938879087 2
#> 540 2 -1 -1 1 1.27 4.768123038 2
#> 541 2 -1 -1 1 0.43 5.041802478 2
#> 542 2 -1 -1 1 0.51 3.165802705 2
#> 543 2 -1 -1 1 1.34 2.561563695 2
#> 544 2 -1 -1 1 1.24 9.031530916 2
#> 545 2 -1 -1 1 0.43 2.656483418 2
#> 546 2 -1 1 0 1.79 -3.097598038 1
#> 547 2 -1 -1 1 1.39 12.483693446 2
#> 548 2 -1 -1 1 2.25 2.088367649 2
#> 549 2 -1 -1 1 0.41 4.858835609 2
#> 550 2 -1 -1 1 0.61 1.964768106 2
#> 551 2 -1 -1 1 0.56 4.257513768 2
#> 552 2 -1 1 0 3.58 2.292165953 2
#> 553 2 -1 -1 1 1.30 -1.299598589 1
#> 554 2 -1 -1 1 0.45 1.921638998 2
#> 555 2 -1 1 0 2.59 -1.048032315 1
#> 556 2 -1 -1 1 0.37 5.262297449 2
#> 557 2 -1 -1 1 1.46 3.794850229 2
#> 558 2 -1 1 0 0.84 6.386808240 2
#> 559 2 -1 1 0 0.33 4.069739940 2
#> 560 2 -1 -1 1 0.88 3.425452927 2
#> 561 2 -1 -1 1 2.98 12.083864511 2
#> 562 2 -1 -1 1 1.56 4.152106699 2
#> 563 2 -1 -1 1 2.00 -0.604607461 1
#> 564 2 -1 1 0 1.06 6.206889707 2
#> 565 2 -1 -1 1 3.02 10.122551904 2
#> 566 2 -1 -1 1 3.02 10.405932504 2
#> 567 2 -1 -1 1 1.07 2.750041008 2
#> 568 2 -1 1 0 1.05 4.821185353 2
#> 569 2 -1 -1 1 0.86 -0.475087570 1
#> 570 2 -1 -1 1 0.43 -0.120257929 1
#> 571 2 -1 -1 1 0.34 5.051940807 2
#> 572 2 -1 1 0 0.52 4.203003059 2
#> 573 2 -1 -1 1 0.83 6.979148291 2
#> 574 2 -1 -1 1 1.23 0.989508638 2
#> 575 2 -1 1 0 0.88 1.975715911 2
#> 576 2 -1 -1 1 0.68 4.153029341 2
#> 577 2 -1 -1 1 0.67 3.632247931 2
#> 578 2 -1 -1 1 0.46 2.099651279 2
#> 579 2 -1 -1 1 0.35 1.449557295 2
#> 580 2 -1 -1 1 1.11 4.805052821 2
#> 581 2 -1 -1 1 0.88 1.510465357 2
#> 582 2 -1 -1 1 0.33 9.090900373 2
#> 583 2 -1 -1 1 0.45 4.790678863 2
#> 584 2 -1 -1 1 2.00 2.063888820 2
#> 585 2 -1 -1 1 0.83 7.235012573 2
#> 586 2 -1 1 0 2.60 2.277606093 2
#> 587 2 -1 -1 1 5.33 5.786481371 2
#> 588 2 -1 -1 1 0.60 -1.777999844 1
#> 589 2 -1 -1 1 3.15 11.224818736 2
#> 590 2 -1 -1 1 0.55 1.267668256 2
#> 591 2 -1 1 0 0.83 4.610971953 2
#> 592 2 -1 -1 1 2.06 8.577934210 2
#> 593 2 -1 -1 1 1.09 5.468102072 2
#> 594 2 -1 -1 1 3.50 8.764204906 2
#> 595 2 -1 -1 1 0.61 6.553457624 2
#> 596 2 -1 1 0 6.88 10.535073969 2
#> 597 2 -1 -1 1 2.84 4.997186713 2
#> 598 2 -1 1 0 0.85 3.510409226 2
#> 599 2 -1 -1 1 1.09 0.297563445 1
#> 600 2 -1 -1 1 1.11 8.244281391 2
#> 601 2 -1 -1 1 2.54 1.761899949 2
#> 602 2 -1 1 0 3.38 7.943744352 2
#> 603 2 -1 -1 1 1.02 5.190255565 2
#> 604 2 -1 -1 1 1.71 4.689616939 2
#> 605 2 -1 1 0 0.68 2.404914595 2
#> 606 2 -1 -1 1 0.96 1.446479214 2
#> 607 2 -1 -1 1 1.14 4.051800758 2
#> 608 2 -1 -1 1 0.51 3.735609892 2
#> 609 2 -1 -1 1 0.49 3.077858088 2
#> 610 2 -1 -1 1 1.14 5.666878713 2
#> 611 2 -1 -1 1 0.52 2.605272190 2
#> 612 2 -1 -1 1 0.78 0.718454864 1
#> 613 2 -1 -1 1 1.41 3.911736638 2
#> 614 2 -1 -1 1 1.00 -0.571394222 1
#> 615 2 -1 -1 1 3.81 11.241818574 2
#> 616 2 -1 -1 1 1.05 5.656873428 2
#> 617 2 -1 1 0 0.49 1.874943466 2
#> 618 2 -1 -1 1 1.46 2.903488146 2
#> 619 2 -1 1 0 1.89 2.390754206 2
#> 620 2 -1 1 0 0.46 1.044655417 2
#> 621 2 -1 -1 1 0.51 -0.350854907 1
#> 622 2 -1 -1 1 0.58 4.775886473 2
#> 623 2 -1 -1 1 0.48 4.885487697 2
#> 624 2 -1 -1 1 0.88 1.455855653 2
#> 625 2 -1 1 0 0.33 7.171072317 2
#> 626 2 -1 -1 1 0.55 2.396489332 2
#> 627 2 -1 -1 1 2.47 2.331585254 2
#> 628 2 -1 -1 1 0.84 4.267360058 2
#> 629 2 -1 -1 1 1.13 4.864040946 2
#> 630 2 -1 -1 1 1.10 5.335454583 2
#> 631 2 -1 1 0 1.15 6.265792873 2
#> 632 2 -1 -1 1 1.13 6.568746683 2
#> 633 2 -1 -1 1 0.41 3.883510189 2
#> 634 2 -1 -1 1 0.94 5.843903880 2
#> 635 2 -1 -1 1 0.46 -2.974400745 1
#> 636 2 -1 1 0 1.06 6.871262003 2
#> 637 2 -1 -1 1 0.99 7.278516657 2
#> 638 2 -1 -1 1 0.52 3.069723055 2
#> 639 2 -1 -1 1 0.53 2.012277688 2
#> 640 2 -1 1 0 2.23 2.756566867 2
#> 641 2 -1 -1 1 0.47 2.756599708 2
#> 642 2 -1 1 0 1.75 6.114867817 2
#> 643 2 -1 -1 1 0.50 0.780635385 1
#> 644 2 -1 -1 1 0.64 3.372875136 2
#> 645 2 -1 -1 1 1.47 3.944849211 2
#> 646 2 -1 -1 1 4.00 5.415934593 2
#> 647 2 -1 -1 1 2.42 14.140949635 2
#> 648 2 -1 -1 1 0.61 6.610733164 2
#> 649 2 -1 -1 1 0.60 2.660614823 2
#> 650 2 -1 -1 1 0.72 9.026884743 2
#> 651 2 -1 -1 1 1.69 5.513737937 2
#> 652 2 -1 -1 1 0.38 4.940385586 2
#> 653 2 -1 -1 1 0.36 -2.074393326 1
#> 654 2 -1 -1 1 1.45 2.728684920 2
#> 655 2 -1 1 0 0.58 4.947566016 2
#> 656 2 -1 -1 1 1.75 5.120648490 2
#> 657 2 -1 1 0 0.55 2.735798612 2
#> 658 2 -1 -1 1 1.05 5.414462135 2
#> 659 2 -1 1 0 1.64 6.348216079 2
#> 660 2 -1 -1 1 0.58 5.715381815 2
#> 661 2 -1 -1 1 0.35 -0.220487393 1
#> 662 2 -1 -1 1 2.41 2.249836722 2
#> 663 2 -1 -1 1 3.17 2.972386738 2
#> 664 2 -1 -1 1 1.74 2.764012940 2
#> 665 2 -1 -1 1 0.97 1.619402918 2
#> 666 2 -1 -1 1 0.45 2.900024917 2
#> 667 2 -1 -1 1 2.88 5.314984723 2
#> 668 2 -1 -1 1 2.32 6.269152026 2
#> 669 2 -1 -1 1 0.37 6.652811930 2
#> 670 2 -1 -1 1 2.15 2.502932216 2
#> 671 2 -1 -1 1 3.39 3.247879553 2
#> 672 2 -1 -1 1 0.83 5.551047816 2
#> 673 2 -1 -1 1 0.88 5.008875189 2
#> 674 2 -1 1 0 0.56 3.116024597 2
#> 675 2 -1 -1 1 0.79 9.988664923 2
#> 676 2 -1 1 0 0.36 -1.403500900 1
#> 677 2 -1 1 0 2.16 2.462043046 2
#> 678 2 -1 -1 1 2.70 15.713236565 2
#> 679 2 -1 -1 1 0.57 1.911883302 2
#> 680 2 -1 1 0 0.30 2.949734989 2
#> 681 2 -1 -1 1 1.65 0.464251054 1
#> 682 2 -1 -1 1 4.04 2.761663152 2
#> 683 2 -1 1 0 3.52 6.442746312 2
#> 684 2 -1 -1 1 4.29 2.000160686 2
#> 685 2 -1 -1 1 2.02 2.568520635 2
#> 686 2 -1 -1 1 0.95 4.134757414 2
#> 687 2 -1 -1 1 6.08 0.470688906 1
#> 688 2 -1 -1 1 0.84 -1.268966603 1
#> 689 2 -1 -1 1 0.48 1.652643234 2
#> 690 2 -1 1 0 1.38 7.577989908 2
#> 691 2 -1 -1 1 0.23 1.527607734 2
#> 692 2 -1 -1 1 0.76 1.201828015 2
#> 693 2 -1 -1 1 2.02 7.094638843 2
#> 694 2 -1 -1 1 0.63 5.851591336 2
#> 695 2 -1 -1 1 0.55 6.515183076 2
#> 696 2 -1 -1 1 3.24 6.743728335 2
#> 697 2 -1 -1 1 0.91 7.362452682 2
#> 698 2 -1 -1 1 1.69 1.597378166 2
#> 699 2 -1 -1 1 1.94 4.862642702 2
#> 700 2 -1 -1 1 1.28 1.632999161 2
#> 701 2 -1 1 0 0.37 1.709516882 2
#> 702 2 -1 -1 1 4.12 10.771441003 2
#> 703 2 -1 -1 1 2.50 11.664686880 2
#> 704 2 -1 -1 1 2.14 7.292305663 2
#> 705 2 -1 1 0 0.85 -0.983938575 1
#> 706 2 -1 -1 1 1.31 6.487674582 2
#> 707 2 -1 -1 1 1.13 7.280083484 2
#> 708 2 -1 1 0 0.19 1.564121135 2
#> 709 2 -1 1 0 1.05 5.363550963 2
#> 710 2 -1 -1 1 1.50 4.350445269 2
#> 711 2 -1 -1 1 2.19 3.596790111 2
#> 712 2 -1 -1 1 0.98 2.541388536 2
#> 713 2 -1 -1 1 0.44 1.769669750 2
#> 714 2 -1 -1 1 0.59 6.607187737 2
#> 715 2 -1 -1 1 0.38 4.026077323 2
#> 716 2 -1 -1 1 0.67 5.376165841 2
#> 717 2 -1 -1 1 0.47 6.061961194 2
#> 718 2 -1 -1 1 1.52 4.639489159 2
#> 719 2 -1 -1 1 0.35 5.569814976 2
#> 720 2 -1 -1 1 0.23 2.413744105 2
#> 721 2 -1 -1 1 1.42 -2.290985700 1
#> 722 2 -1 -1 1 0.66 2.372141431 2
#> 723 2 -1 1 0 0.40 4.126603225 2
#> 724 2 -1 -1 1 0.87 -5.016180697 1
#> 725 2 -1 -1 1 0.46 1.821989160 2
#> 726 2 -1 -1 1 0.72 8.814286320 2
#> 727 2 -1 -1 1 3.33 5.059495195 2
#> 728 2 -1 1 0 1.49 12.091400279 2
#> 729 2 -1 -1 1 0.86 4.029209840 2
#> 730 2 -1 1 0 1.21 2.164183160 2
#> 731 2 -1 -1 1 0.96 4.384014918 2
#> 732 2 -1 -1 1 0.78 -1.005080708 1
#> 733 2 -1 -1 1 1.93 0.646972964 1
#> 734 2 -1 -1 1 1.23 3.456529082 2
#> 735 2 -1 -1 1 0.76 -5.387097338 1
#> 736 2 -1 -1 1 0.69 2.301299536 2
#> 737 2 -1 -1 1 1.23 2.648057880 2
#> 738 2 -1 -1 1 0.82 1.332778574 2
#> 739 2 -1 -1 1 2.96 6.185584683 2
#> 740 2 -1 -1 1 0.78 2.105516654 2
#> 741 2 -1 -1 1 1.49 9.227362028 2
#> 742 2 -1 -1 1 1.33 3.017648801 2
#> 743 2 -1 -1 1 2.76 9.322326769 2
#> 744 2 -1 -1 1 1.08 4.362344323 2
#> 745 2 -1 -1 1 1.04 7.200057373 2
#> 746 2 -1 -1 1 0.66 6.372847834 2
#> 747 2 -1 1 0 2.66 2.504407086 2
#> 748 2 -1 -1 1 0.59 5.035438275 2
#> 749 2 -1 -1 1 0.90 -0.625837108 1
#> 750 2 -1 -1 1 0.46 2.796442692 2
#> 751 2 -1 -1 1 0.54 -0.888639494 1
#> 752 2 -1 -1 1 0.72 4.902644594 2
#> 753 2 -1 -1 1 0.54 11.582713890 2
#> 754 2 -1 -1 1 0.74 3.896743375 2
#> 755 2 -1 1 0 0.47 5.179226350 2
#> 756 2 -1 -1 1 1.08 1.719349946 2
#> 757 2 -1 1 0 2.57 7.597350085 2
#> 758 2 -1 -1 1 2.28 7.830230737 2
#> 759 2 -1 -1 1 0.48 7.729513777 2
#> 760 2 -1 1 0 2.24 5.512805273 2
#> 761 2 -1 -1 1 1.40 9.890819943 2
#> 762 2 -1 -1 1 5.41 12.322301025 2
#> 763 2 -1 -1 1 1.42 12.437643820 2
#> 764 2 -1 -1 1 6.27 11.319901155 2
#> 765 2 -1 -1 1 0.41 3.931859836 2
#> 766 2 -1 -1 1 0.71 -0.564258878 1
#> 767 2 -1 -1 1 1.31 5.992133123 2
#> 768 2 -1 -1 1 2.06 -0.450683605 1
#> 769 2 -1 1 0 0.99 5.610529539 2
#> 770 2 -1 -1 1 1.49 1.840504083 2
#> 771 2 -1 -1 1 2.52 1.337840044 2
#> 772 2 -1 1 0 2.29 2.065381237 2
#> 773 2 -1 -1 1 0.76 4.719713016 2
#> 774 2 -1 -1 1 0.87 1.306391425 2
#> 775 2 -1 1 0 0.67 3.773188717 2
#> 776 2 -1 -1 1 0.63 3.783295569 2
#> 777 2 -1 -1 1 1.42 3.699493597 2
#> 778 2 -1 -1 1 2.23 6.839692880 2
#> 779 2 -1 -1 1 0.63 5.926505886 2
#> 780 2 -1 -1 1 0.57 2.049406851 2
#> 781 2 -1 -1 1 0.84 2.232212198 2
#> 782 2 -1 -1 1 2.14 7.088665411 2
#> 783 2 -1 -1 1 1.62 7.168287142 2
#> 784 2 -1 1 0 2.10 -0.774240224 1
#> 785 2 -1 -1 1 0.82 1.975260447 2
#> 786 2 -1 -1 1 0.81 2.160026866 2
#> 787 2 -1 -1 1 0.54 0.261563230 1
#> 788 2 -1 -1 1 0.82 0.032724598 1
#> 789 2 -1 -1 1 1.42 -1.718671281 1
#> 790 2 -1 -1 1 0.92 4.852998135 2
#> 791 2 -1 -1 1 0.78 0.414620340 1
#> 792 2 -1 -1 1 0.35 2.961929906 2
#> 793 2 -1 1 0 1.07 3.367836000 2
#> 794 2 -1 -1 1 0.50 1.796908753 2
#> 795 2 -1 -1 1 2.40 6.163532166 2
#> 796 2 -1 -1 1 0.88 7.969636510 2
#> 797 2 -1 -1 1 1.11 5.801166889 2
#> 798 2 -1 -1 1 1.33 0.126562673 1
#> 799 2 -1 -1 1 1.03 2.433727481 2
#> 800 2 -1 -1 1 2.72 4.964848177 2
#> 801 1 1 1 1 0.36 2.768097176 2
#> 802 1 1 -1 0 1.29 0.231415654 1
#> 803 1 1 1 1 1.04 -1.912398608 1
#> 804 1 1 1 1 2.72 2.559086865 2
#> 805 1 1 1 1 1.78 2.209746736 2
#> 806 1 1 -1 0 1.02 1.393837396 2
#> 807 1 1 -1 0 8.00 1.847911616 2
#> 808 1 1 -1 0 0.99 -1.829582456 1
#> 809 1 1 1 1 1.27 2.866200300 2
#> 810 1 1 1 1 0.70 2.300639392 2
#> 811 1 1 1 1 1.10 3.819364681 2
#> 812 1 1 1 1 0.91 3.271379523 2
#> 813 1 1 1 1 3.09 -0.111049348 1
#> 814 1 1 1 1 0.50 -0.531583035 1
#> 815 1 1 1 1 0.48 1.146935022 2
#> 816 1 1 1 1 0.55 0.019340420 1
#> 817 1 1 1 1 2.47 -2.771867320 1
#> 818 1 1 1 1 3.60 3.172347501 2
#> 819 1 1 1 1 4.71 -3.596848500 1
#> 820 1 1 1 1 2.15 2.146574099 2
#> 821 1 1 1 1 0.65 1.544239089 2
#> 822 1 1 1 1 1.02 -3.633147422 1
#> 823 1 1 1 1 1.17 0.192383285 1
#> 824 1 1 1 1 0.67 1.438567224 2
#> 825 1 1 1 1 0.24 -1.810350103 1
#> 826 1 1 1 1 1.18 -2.201320912 1
#> 827 1 1 -1 0 0.83 7.208590996 2
#> 828 1 1 -1 0 1.61 -0.607243575 1
#> 829 1 1 1 1 0.96 0.521512456 1
#> 830 1 1 1 1 0.27 5.078877205 2
#> 831 1 1 -1 0 1.60 1.945805309 2
#> 832 1 1 1 1 0.34 2.901102356 2
#> 833 1 1 1 1 0.46 3.555192468 2
#> 834 1 1 -1 0 2.61 7.912839161 2
#> 835 1 1 1 1 3.41 0.461226391 1
#> 836 1 1 1 1 0.84 0.375998540 1
#> 837 1 1 -1 0 1.24 -0.438920202 1
#> 838 1 1 -1 0 1.22 3.074128363 2
#> 839 1 1 -1 0 3.25 -2.213589289 1
#> 840 1 1 -1 0 2.26 -7.102155559 1
#> 841 1 1 1 1 1.92 1.213426286 2
#> 842 1 1 -1 0 1.03 0.440197279 1
#> 843 1 1 -1 0 4.68 -0.812528510 1
#> 844 1 1 1 1 2.91 2.548385554 2
#> 845 1 1 -1 0 1.00 -0.008155388 1
#> 846 1 1 1 1 2.02 -3.600017754 1
#> 847 1 1 1 1 0.45 -1.776612123 1
#> 848 1 1 -1 0 2.70 2.601616700 2
#> 849 1 1 -1 0 0.58 2.400531287 2
#> 850 1 1 1 1 1.10 1.661819468 2
#> 851 1 1 1 1 0.70 0.818767600 2
#> 852 1 1 1 1 2.53 5.624634436 2
#> 853 1 1 -1 0 0.36 2.574414751 2
#> 854 1 1 1 1 1.95 -1.488207609 1
#> 855 1 1 -1 0 0.62 4.051156697 2
#> 856 1 1 1 1 0.76 -0.226298390 1
#> 857 1 1 -1 0 1.55 3.015788609 2
#> 858 1 1 -1 0 0.97 -0.180332684 1
#> 859 1 1 -1 0 1.20 -3.377945817 1
#> 860 1 1 -1 0 0.97 -2.596495062 1
#> 861 1 1 1 1 1.55 1.501829903 2
#> 862 1 1 1 1 1.48 -0.065258413 1
#> 863 1 1 -1 0 0.79 -5.620869302 1
#> 864 1 1 1 1 0.46 -0.489422790 1
#> 865 1 1 1 1 1.85 -1.352919367 1
#> 866 1 1 1 1 0.94 -1.832881935 1
#> 867 1 1 -1 0 1.27 1.440355916 2
#> 868 1 1 1 1 0.26 2.153020232 2
#> 869 1 1 1 1 1.16 0.238062860 1
#> 870 1 1 1 1 0.51 0.152110149 1
#> 871 1 1 1 1 0.81 4.743472596 2
#> 872 1 1 1 1 1.17 0.312321805 1
#> 873 1 1 1 1 1.28 -1.546034055 1
#> 874 1 1 -1 0 1.22 1.021405811 2
#> 875 1 1 -1 0 0.62 -0.870366638 1
#> 876 1 1 1 1 0.80 3.094015469 2
#> 877 1 1 1 1 2.06 5.777731004 2
#> 878 1 1 1 1 0.51 -2.266811666 1
#> 879 1 1 1 1 1.35 -3.784618497 1
#> 880 1 1 -1 0 4.10 0.307971969 1
#> 881 1 1 1 1 0.24 -1.090205846 1
#> 882 1 1 1 1 2.25 0.383274759 1
#> 883 1 1 -1 0 1.31 -0.839848616 1
#> 884 1 1 -1 0 2.35 1.367991717 2
#> 885 1 1 -1 0 0.74 -2.775461902 1
#> 886 1 1 1 1 0.45 3.397339762 2
#> 887 1 1 1 1 0.74 2.098708598 2
#> 888 1 1 -1 0 1.33 -6.545986059 1
#> 889 1 1 1 1 0.28 -0.208118134 1
#> 890 1 1 1 1 1.57 -2.000165965 1
#> 891 1 1 -1 0 0.90 -0.496409104 1
#> 892 1 1 -1 0 1.25 -1.270734902 1
#> 893 1 1 1 1 1.87 -4.527484520 1
#> 894 1 1 1 1 1.16 2.036950930 2
#> 895 1 1 1 1 1.41 1.481645977 2
#> 896 1 1 1 1 0.44 2.111483570 2
#> 897 1 1 -1 0 0.81 2.765782945 2
#> 898 1 1 -1 0 0.94 -2.769592771 1
#> 899 1 1 1 1 0.39 -1.340220118 1
#> 900 1 1 1 1 0.83 -0.657517402 1
#> 901 1 1 1 1 1.23 -1.077066405 1
#> 902 1 1 1 1 2.06 1.881387905 2
#> 903 1 1 -1 0 1.45 -1.050713077 1
#> 904 1 1 1 1 0.26 -0.505233646 1
#> 905 1 1 1 1 0.19 2.326525269 2
#> 906 1 1 -1 0 0.94 1.501305160 2
#> 907 1 1 -1 0 0.48 1.325250138 2
#> 908 1 1 1 1 0.41 1.035044565 2
#> 909 1 1 -1 0 1.52 0.549373238 1
#> 910 1 1 -1 0 1.06 4.760109857 2
#> 911 1 1 1 1 1.13 2.674036783 2
#> 912 1 1 1 1 0.42 0.459366310 1
#> 913 1 1 1 1 1.64 -3.107584630 1
#> 914 1 1 -1 0 1.04 -0.844106280 1
#> 915 1 1 1 1 1.77 1.409074793 2
#> 916 1 1 -1 0 7.02 2.689852160 2
#> 917 1 1 -1 0 1.53 -0.923994226 1
#> 918 1 1 -1 0 1.25 2.177127560 2
#> 919 1 1 1 1 0.36 0.537792282 1
#> 920 1 1 1 1 0.77 3.195504095 2
#> 921 1 1 -1 0 6.98 -4.412315899 1
#> 922 1 1 -1 0 2.06 -3.004050466 1
#> 923 1 1 -1 0 1.00 2.541366080 2
#> 924 1 1 -1 0 0.45 2.828714313 2
#> 925 1 1 -1 0 2.23 -0.339462606 1
#> 926 1 1 1 1 0.85 0.894178791 2
#> 927 1 1 -1 0 1.04 -0.420362943 1
#> 928 1 1 -1 0 0.95 1.435007326 2
#> 929 1 1 1 1 0.57 -0.585145561 1
#> 930 1 1 1 1 2.40 1.820045526 2
#> 931 1 1 -1 0 0.84 -1.137454900 1
#> 932 1 1 1 1 0.80 4.026332061 2
#> 933 1 1 1 1 0.26 -2.282571222 1
#> 934 1 1 1 1 1.07 5.605616759 2
#> 935 1 1 -1 0 1.06 -0.266545649 1
#> 936 1 1 -1 0 0.75 1.362073356 2
#> 937 1 1 -1 0 1.37 -2.133611715 1
#> 938 1 1 -1 0 0.38 -3.731598155 1
#> 939 1 1 -1 0 0.36 -1.230277903 1
#> 940 1 1 -1 0 0.47 -2.389425312 1
#> 941 1 1 1 1 1.50 3.845097821 2
#> 942 1 1 1 1 2.16 -3.787214812 1
#> 943 1 1 -1 0 0.52 0.837744194 2
#> 944 1 1 -1 0 0.46 5.113425515 2
#> 945 1 1 1 1 1.23 1.291378715 2
#> 946 1 1 -1 0 1.47 1.410352026 2
#> 947 1 1 1 1 1.00 0.775531313 1
#> 948 1 1 1 1 0.35 0.314023650 1
#> 949 1 1 -1 0 0.87 0.456218928 1
#> 950 1 1 1 1 0.92 5.606095078 2
#> 951 1 1 1 1 1.56 0.420464621 1
#> 952 1 1 -1 0 0.45 2.436614974 2
#> 953 1 1 -1 0 0.37 -5.774263206 1
#> 954 1 1 -1 0 1.75 -4.428487638 1
#> 955 1 1 -1 0 2.45 2.454645109 2
#> 956 1 1 1 1 0.41 2.839878029 2
#> 957 1 1 1 1 0.32 1.216611109 2
#> 958 1 1 1 1 0.85 3.345562477 2
#> 959 1 1 1 1 0.71 1.390218006 2
#> 960 1 1 -1 0 5.29 -3.523453745 1
#> 961 1 1 -1 0 0.93 -1.943619242 1
#> 962 1 1 1 1 0.41 -2.062507070 1
#> 963 1 1 1 1 2.06 -5.251291966 1
#> 964 1 1 1 1 0.39 1.073896748 2
#> 965 1 1 1 1 1.77 0.221995680 1
#> 966 1 1 -1 0 1.40 -4.389635394 1
#> 967 1 1 1 1 0.69 -1.755201962 1
#> 968 1 1 1 1 1.55 0.189421604 1
#> 969 1 1 1 1 0.98 5.362797237 2
#> 970 1 1 1 1 2.24 2.715724688 2
#> 971 1 1 -1 0 0.27 -2.217429023 1
#> 972 1 1 -1 0 0.32 3.238620373 2
#> 973 1 1 -1 0 1.42 6.114454351 2
#> 974 1 1 1 1 1.81 5.128042311 2
#> 975 1 1 -1 0 2.92 0.634281988 1
#> 976 1 1 -1 0 0.71 -2.094776364 1
#> 977 1 1 -1 0 0.68 -3.060270231 1
#> 978 1 1 1 1 1.11 -3.160107243 1
#> 979 1 1 1 1 0.87 0.364010108 1
#> 980 1 1 1 1 2.62 -2.682906572 1
#> 981 1 1 -1 0 3.70 -5.974664061 1
#> 982 1 1 1 1 1.07 -0.233369492 1
#> 983 1 1 1 1 0.40 2.405833435 2
#> 984 1 1 -1 0 1.62 3.440404137 2
#> 985 1 1 -1 0 1.96 -4.213775539 1
#> 986 1 1 1 1 0.91 2.724240345 2
#> 987 1 1 1 1 0.80 -2.747592718 1
#> 988 1 1 1 1 1.44 2.230672860 2
#> 989 1 1 1 1 1.05 -0.099787309 1
#> 990 1 1 -1 0 1.14 3.382125834 2
#> 991 1 1 1 1 1.32 4.266324590 2
#> 992 1 1 1 1 1.43 4.418594257 2
#> 993 1 1 -1 0 0.43 3.753407592 2
#> 994 1 1 1 1 0.92 7.012617796 2
#> 995 1 1 1 1 2.15 -4.406320489 1
#> 996 1 1 1 1 0.35 -3.683222339 1
#> 997 1 1 1 1 0.90 0.192718594 1
#> 998 1 1 1 1 0.68 -3.144194173 1
#> 999 1 1 -1 0 0.98 -2.388086412 1
#> 1000 1 1 -1 0 1.42 -5.708573915 1
#> 1001 1 1 -1 0 0.54 -1.604950729 1
#> 1002 1 1 -1 0 0.58 -0.981922317 1
#> 1003 1 1 1 1 1.65 3.357549322 2
#> 1004 1 1 -1 0 1.72 -2.882761332 1
#> 1005 1 1 -1 0 1.85 -1.852212091 1
#> 1006 1 1 1 1 2.88 1.404951112 2
#> 1007 1 1 -1 0 1.82 5.338496524 2
#> 1008 1 1 -1 0 2.19 5.447979574 2
#> 1009 1 1 1 1 2.78 3.368030764 2
#> 1010 1 1 1 1 0.85 -1.044043378 1
#> 1011 1 1 1 1 0.52 2.448531981 2
#> 1012 1 1 1 1 0.50 -0.680230925 1
#> 1013 1 1 -1 0 0.80 -2.037009427 1
#> 1014 1 1 1 1 1.21 2.325366055 2
#> 1015 1 1 1 1 1.11 1.369340598 2
#> 1016 1 1 -1 0 0.62 2.599269860 2
#> 1017 1 1 1 1 0.67 3.145066044 2
#> 1018 1 1 1 1 0.26 1.094009760 2
#> 1019 1 1 -1 0 2.67 13.512510941 2
#> 1020 1 1 1 1 0.85 -4.930321643 1
#> 1021 1 1 1 1 1.19 -3.087457986 1
#> 1022 1 1 1 1 1.31 -4.883764457 1
#> 1023 1 1 1 1 0.83 6.247952118 2
#> 1024 1 1 1 1 1.01 5.722542211 2
#> 1025 1 1 1 1 0.67 4.191033110 2
#> 1026 1 1 1 1 0.59 2.710090353 2
#> 1027 1 1 1 1 1.02 -2.722873140 1
#> 1028 1 1 1 1 2.94 1.625933633 2
#> 1029 1 1 1 1 4.72 -0.572517635 1
#> 1030 1 1 1 1 0.89 3.329694161 2
#> 1031 1 1 -1 0 2.43 3.746505873 2
#> 1032 1 1 1 1 1.23 5.168523179 2
#> 1033 1 1 1 1 1.13 -0.041105481 1
#> 1034 1 1 1 1 0.54 -0.705735046 1
#> 1035 1 1 -1 0 1.90 3.777541760 2
#> 1036 1 1 -1 0 0.90 4.870150186 2
#> 1037 1 1 -1 0 0.91 1.669822913 2
#> 1038 1 1 1 1 0.92 2.164968046 2
#> 1039 1 1 1 1 8.36 16.500067188 2
#> 1040 1 1 1 1 0.67 -0.055928577 1
#> 1041 1 1 1 1 2.29 1.034429737 2
#> 1042 1 1 1 1 0.77 1.238101527 2
#> 1043 1 1 -1 0 4.84 1.905696133 2
#> 1044 1 1 -1 0 0.61 -1.082039342 1
#> 1045 1 1 1 1 2.08 4.198912864 2
#> 1046 1 1 -1 0 1.84 4.322745898 2
#> 1047 1 1 1 1 4.27 -0.331731787 1
#> 1048 1 1 -1 0 1.25 1.039017897 2
#> 1049 1 1 1 1 1.71 -0.096014140 1
#> 1050 1 1 -1 0 7.36 3.544208315 2
#> 1051 1 1 1 1 5.61 -0.411182128 1
#> 1052 1 1 1 1 1.27 3.630663141 2
#> 1053 1 1 -1 0 0.48 -4.279283466 1
#> 1054 1 1 1 1 3.20 -1.874531605 1
#> 1055 1 1 1 1 1.46 -2.658665986 1
#> 1056 1 1 -1 0 1.71 6.014329034 2
#> 1057 1 1 1 1 0.98 4.122113787 2
#> 1058 1 1 -1 0 0.88 -3.666141038 1
#> 1059 1 1 1 1 0.43 3.261434464 2
#> 1060 1 1 1 1 2.71 -0.583498511 1
#> 1061 1 1 -1 0 0.79 -3.573846297 1
#> 1062 1 1 -1 0 0.85 3.485873208 2
#> 1063 1 1 1 1 0.80 2.275520071 2
#> 1064 1 1 1 1 1.13 3.453040574 2
#> 1065 1 1 1 1 1.92 -2.183370055 1
#> 1066 1 1 -1 0 1.56 4.140103323 2
#> 1067 1 1 -1 0 1.42 -2.643887788 1
#> 1068 1 1 1 1 0.59 3.001941114 2
#> 1069 1 1 1 1 2.95 -0.634282081 1
#> 1070 1 1 1 1 1.07 -2.242055566 1
#> 1071 1 1 -1 0 5.70 -9.726328804 1
#> 1072 1 1 -1 0 2.10 7.755951560 2
#> 1073 1 1 1 1 2.15 7.899959935 2
#> 1074 1 1 1 1 0.91 -6.404885675 1
#> 1075 1 1 1 1 0.34 2.393610303 2
#> 1076 1 1 1 1 1.81 4.063299812 2
#> 1077 1 1 1 1 1.79 0.761345787 1
#> 1078 1 1 1 1 1.05 -5.550818037 1
#> 1079 1 1 1 1 0.44 0.146589595 1
#> 1080 1 1 1 1 0.66 3.591967723 2
#> 1081 1 1 1 1 0.26 -0.886003324 1
#> 1082 1 1 1 1 0.75 -0.743768127 1
#> 1083 1 1 -1 0 2.13 3.244115162 2
#> 1084 1 1 1 1 1.81 6.962249622 2
#> 1085 1 1 1 1 0.42 -3.611499493 1
#> 1086 1 1 -1 0 1.55 6.211436259 2
#> 1087 1 1 1 1 0.29 -3.395581791 1
#> 1088 1 1 1 1 0.58 -1.880516396 1
#> 1089 1 1 -1 0 3.97 4.476771974 2
#> 1090 1 1 1 1 2.13 1.866962686 2
#> 1091 1 1 -1 0 0.74 2.887525023 2
#> 1092 1 1 1 1 0.47 -0.898404801 1
#> 1093 1 1 1 1 1.25 0.803731854 2
#> 1094 1 1 1 1 1.19 -2.042185348 1
#> 1095 1 1 1 1 2.95 0.154736820 1
#> 1096 1 1 1 1 1.38 -4.450632150 1
#> 1097 1 1 1 1 1.74 0.734052034 1
#> 1098 1 1 1 1 1.18 -4.490145778 1
#> 1099 1 1 1 1 1.61 3.280832823 2
#> 1100 1 1 1 1 4.59 -16.199450074 1
#> 1101 1 1 -1 0 1.00 1.612365490 2
#> 1102 1 1 -1 0 2.81 5.142636744 2
#> 1103 1 1 1 1 2.06 -3.631733797 1
#> 1104 1 1 -1 0 1.02 2.742819971 2
#> 1105 1 1 -1 0 0.73 -1.192705536 1
#> 1106 1 1 1 1 3.73 -7.598334051 1
#> 1107 1 1 -1 0 0.90 -2.994667067 1
#> 1108 1 1 1 1 0.69 0.726203868 1
#> 1109 1 1 -1 0 5.49 15.565825204 2
#> 1110 1 1 -1 0 2.02 9.853501780 2
#> 1111 1 1 1 1 1.04 3.587117444 2
#> 1112 1 1 -1 0 1.35 2.143943246 2
#> 1113 1 1 1 1 1.43 7.377332651 2
#> 1114 1 1 1 1 1.06 5.695904658 2
#> 1115 1 1 -1 0 1.65 1.476482594 2
#> 1116 1 1 1 1 1.66 7.011682178 2
#> 1117 1 1 -1 0 1.56 -3.116750908 1
#> 1118 1 1 -1 0 1.20 -4.912546262 1
#> 1119 1 1 1 1 0.58 -1.132084519 1
#> 1120 1 1 1 1 2.28 4.050618135 2
#> 1121 1 1 -1 0 2.47 0.080946835 1
#> 1122 1 1 1 1 0.66 4.416526598 2
#> 1123 1 1 -1 0 1.16 -0.518661978 1
#> 1124 1 1 1 1 0.86 5.293789628 2
#> 1125 1 1 -1 0 0.44 -0.988547649 1
#> 1126 1 1 -1 0 1.11 5.111533625 2
#> 1127 1 1 -1 0 3.81 5.935471567 2
#> 1128 1 1 -1 0 0.48 4.545808988 2
#> 1129 1 1 -1 0 1.02 -0.405108810 1
#> 1130 1 1 1 1 0.28 0.923655664 2
#> 1131 1 1 -1 0 1.90 2.922190658 2
#> 1132 1 1 -1 0 1.22 -0.771887358 1
#> 1133 1 1 1 1 2.70 3.428063038 2
#> 1134 1 1 1 1 4.59 5.816427304 2
#> 1135 1 1 -1 0 0.38 -1.767866838 1
#> 1136 1 1 1 1 0.18 2.234838352 2
#> 1137 1 1 -1 0 1.43 0.010503772 1
#> 1138 1 1 1 1 1.14 -2.791864260 1
#> 1139 1 1 1 1 2.53 -0.443183495 1
#> 1140 1 1 1 1 1.31 0.294650776 1
#> 1141 1 1 1 1 1.61 4.533113693 2
#> 1142 1 1 1 1 1.61 -4.822374641 1
#> 1143 1 1 -1 0 0.71 1.749886470 2
#> 1144 1 1 1 1 0.56 0.269292857 1
#> 1145 1 1 -1 0 1.82 4.385068104 2
#> 1146 1 1 -1 0 1.23 0.397303165 1
#> 1147 1 1 1 1 2.38 -1.889846025 1
#> 1148 1 1 1 1 0.67 1.746043605 2
#> 1149 1 1 -1 0 2.69 -7.981676434 1
#> 1150 1 1 1 1 0.45 -0.058935378 1
#> 1151 1 1 1 1 2.14 -3.610412176 1
#> 1152 1 1 1 1 1.12 0.769228337 1
#> 1153 1 1 -1 0 2.89 4.924788976 2
#> 1154 1 1 1 1 0.48 -0.407312053 1
#> 1155 1 1 -1 0 0.67 1.365228365 2
#> 1156 1 1 -1 0 0.89 4.290485240 2
#> 1157 1 1 1 1 0.55 1.461736508 2
#> 1158 1 1 1 1 2.39 1.603572691 2
#> 1159 1 1 -1 0 1.82 1.859680459 2
#> 1160 1 1 1 1 0.72 1.817191435 2
#> 1161 1 1 -1 0 1.97 -1.112544188 1
#> 1162 1 1 1 1 1.16 2.394340042 2
#> 1163 1 1 -1 0 0.73 1.639297818 2
#> 1164 1 1 1 1 0.41 1.154884895 2
#> 1165 1 1 1 1 0.27 2.137012027 2
#> 1166 1 1 1 1 0.82 -5.763582604 1
#> 1167 1 1 -1 0 0.47 0.212664354 1
#> 1168 1 1 -1 0 2.46 -2.484177215 1
#> 1169 1 1 -1 0 3.77 -2.954918258 1
#> 1170 1 1 -1 0 0.69 -4.639253086 1
#> 1171 1 1 1 1 2.96 -4.320240994 1
#> 1172 1 1 1 1 0.31 -1.857140610 1
#> 1173 1 1 1 1 1.97 0.895361594 2
#> 1174 1 1 1 1 0.89 6.289715902 2
#> 1175 1 1 1 1 0.89 0.319424861 1
#> 1176 1 1 -1 0 3.29 6.757316911 2
#> 1177 1 1 -1 0 0.49 3.124094158 2
#> 1178 1 1 1 1 0.25 2.935841478 2
#> 1179 1 1 1 1 1.19 0.238406557 1
#> 1180 1 1 1 1 0.40 4.814002611 2
#> 1181 1 1 1 1 0.33 3.486729583 2
#> 1182 1 1 -1 0 1.92 2.675074399 2
#> 1183 1 1 -1 0 0.54 5.476797846 2
#> 1184 1 1 -1 0 0.65 -1.720302160 1
#> 1185 1 1 -1 0 2.09 3.770990657 2
#> 1186 1 1 -1 0 5.17 -2.338593927 1
#> 1187 1 1 1 1 2.37 -2.299921396 1
#> 1188 1 1 -1 0 1.98 7.827427392 2
#> 1189 1 1 1 1 2.18 -0.606333578 1
#> 1190 1 1 -1 0 1.34 -3.164696304 1
#> 1191 1 1 1 1 1.19 0.081058328 1
#> 1192 1 1 1 1 1.51 0.665892858 1
#> 1193 1 1 1 1 0.64 -2.264975043 1
#> 1194 1 1 -1 0 2.34 -1.353979642 1
#> 1195 1 1 1 1 4.19 -3.394487994 1
#> 1196 1 1 -1 0 1.19 1.840605217 2
#> 1197 1 1 -1 0 1.12 4.727017108 2
#> 1198 1 1 -1 0 1.04 7.417608303 2
#> 1199 1 1 1 1 0.43 1.083986630 2
#> 1200 1 1 1 1 5.16 10.559209053 2
#> 1201 2 1 1 1 0.48 2.576124392 2
#> 1202 2 1 1 1 0.70 3.269683367 2
#> 1203 2 1 1 1 1.13 -4.750445397 1
#> 1204 2 1 1 1 0.80 2.768981430 2
#> 1205 2 1 1 1 0.32 2.002323466 2
#> 1206 2 1 1 1 1.75 5.921975940 2
#> 1207 2 1 1 1 0.35 5.773668230 2
#> 1208 2 1 1 1 0.89 0.993200206 2
#> 1209 2 1 -1 0 4.40 13.402808089 2
#> 1210 2 1 1 1 0.36 1.907315565 2
#> 1211 2 1 1 1 0.49 3.126168738 2
#> 1212 2 1 -1 0 2.67 8.741654029 2
#> 1213 2 1 1 1 1.46 8.797090514 2
#> 1214 2 1 1 1 1.25 3.456396201 2
#> 1215 2 1 -1 0 2.94 -2.117349992 1
#> 1216 2 1 1 1 2.72 9.540374687 2
#> 1217 2 1 1 1 0.32 1.042523492 2
#> 1218 2 1 1 1 2.14 6.836394974 2
#> 1219 2 1 -1 0 2.05 9.785257928 2
#> 1220 2 1 1 1 0.99 5.956764802 2
#> 1221 2 1 1 1 2.67 -1.682442851 1
#> 1222 2 1 1 1 0.83 -0.793735167 1
#> 1223 2 1 1 1 0.90 3.490260859 2
#> 1224 2 1 -1 0 0.37 3.157568708 2
#> 1225 2 1 1 1 1.48 2.779443430 2
#> 1226 2 1 -1 0 0.58 4.066483449 2
#> 1227 2 1 1 1 1.50 4.890009520 2
#> 1228 2 1 1 1 2.01 0.080876392 1
#> 1229 2 1 1 1 0.31 1.912961423 2
#> 1230 2 1 1 1 0.80 3.092043979 2
#> 1231 2 1 1 1 0.30 1.345211158 2
#> 1232 2 1 1 1 0.88 -3.012870555 1
#> 1233 2 1 1 1 1.19 7.631025338 2
#> 1234 2 1 1 1 0.46 5.812385917 2
#> 1235 2 1 1 1 0.49 -0.653661421 1
#> 1236 2 1 1 1 2.06 3.001369600 2
#> 1237 2 1 1 1 0.93 8.460770078 2
#> 1238 2 1 1 1 0.31 2.928790317 2
#> 1239 2 1 1 1 0.36 1.041590315 2
#> 1240 2 1 1 1 1.31 6.605848227 2
#> 1241 2 1 -1 0 1.00 -3.397118330 1
#> 1242 2 1 1 1 0.90 1.306899142 2
#> 1243 2 1 -1 0 3.33 9.486037632 2
#> 1244 2 1 1 1 0.65 3.862774150 2
#> 1245 2 1 1 1 2.31 7.661523246 2
#> 1246 2 1 1 1 1.12 -3.574627357 1
#> 1247 2 1 -1 0 0.86 0.347722709 1
#> 1248 2 1 1 1 1.11 4.653137894 2
#> 1249 2 1 1 1 0.79 0.314602480 1
#> 1250 2 1 1 1 0.57 5.062867052 2
#> 1251 2 1 1 1 0.64 5.343214138 2
#> 1252 2 1 1 1 0.62 7.261868852 2
#> 1253 2 1 -1 0 0.75 1.276646813 2
#> 1254 2 1 1 1 0.75 1.773183775 2
#> 1255 2 1 1 1 0.77 4.488211969 2
#> 1256 2 1 1 1 0.54 4.284892755 2
#> 1257 2 1 1 1 1.44 7.431075347 2
#> 1258 2 1 1 1 0.66 4.665762728 2
#> 1259 2 1 1 1 0.30 0.623218848 1
#> 1260 2 1 1 1 2.05 -0.187638089 1
#> 1261 2 1 1 1 0.98 1.417064099 2
#> 1262 2 1 1 1 0.38 3.265488209 2
#> 1263 2 1 -1 0 2.15 6.764511282 2
#> 1264 2 1 1 1 2.41 3.523636191 2
#> 1265 2 1 1 1 0.86 1.754661781 2
#> 1266 2 1 1 1 0.61 2.530088774 2
#> 1267 2 1 1 1 0.61 3.519651235 2
#> 1268 2 1 1 1 0.66 8.983280686 2
#> 1269 2 1 -1 0 0.81 0.258371748 1
#> 1270 2 1 -1 0 0.97 2.808611767 2
#> 1271 2 1 1 1 2.14 6.129555987 2
#> 1272 2 1 1 1 0.43 3.827720623 2
#> 1273 2 1 1 1 1.01 1.225798605 2
#> 1274 2 1 1 1 1.00 2.022394124 2
#> 1275 2 1 1 1 0.46 3.778689108 2
#> 1276 2 1 1 1 0.25 2.165585061 2
#> 1277 2 1 1 1 0.38 2.514609958 2
#> 1278 2 1 -1 0 0.72 2.427511783 2
#> 1279 2 1 1 1 0.68 -2.246278674 1
#> 1280 2 1 1 1 1.45 1.435560728 2
#> 1281 2 1 -1 0 1.56 7.221172840 2
#> 1282 2 1 1 1 0.74 1.306741335 2
#> 1283 2 1 1 1 2.01 -1.905719432 1
#> 1284 2 1 1 1 0.93 2.331617392 2
#> 1285 2 1 1 1 3.00 7.472435428 2
#> 1286 2 1 -1 0 1.12 10.285964115 2
#> 1287 2 1 1 1 0.28 5.485884933 2
#> 1288 2 1 -1 0 0.53 9.369167915 2
#> 1289 2 1 1 1 1.01 7.238431983 2
#> 1290 2 1 1 1 0.54 3.452049867 2
#> 1291 2 1 1 1 0.86 -4.898109843 1
#> 1292 2 1 1 1 9.07 8.723409943 2
#> 1293 2 1 1 1 1.01 7.948538398 2
#> 1294 2 1 1 1 0.51 -1.595997133 1
#> 1295 2 1 1 1 0.60 1.772789236 2
#> 1296 2 1 1 1 1.29 4.192396971 2
#> 1297 2 1 1 1 1.03 6.127231992 2
#> 1298 2 1 1 1 0.59 2.963762833 2
#> 1299 2 1 1 1 0.57 5.071138059 2
#> 1300 2 1 1 1 0.35 6.072712946 2
#> 1301 2 1 -1 0 0.66 2.144481951 2
#> 1302 2 1 1 1 0.53 3.867213125 2
#> 1303 2 1 1 1 0.71 1.335065181 2
#> 1304 2 1 1 1 0.28 0.033947256 1
#> 1305 2 1 -1 0 0.24 4.558402668 2
#> 1306 2 1 1 1 0.56 1.011639373 2
#> 1307 2 1 1 1 1.08 4.358745055 2
#> 1308 2 1 1 1 0.39 3.816013037 2
#> 1309 2 1 1 1 0.34 1.945516400 2
#> 1310 2 1 -1 0 2.39 2.409225380 2
#> 1311 2 1 1 1 1.30 3.270834952 2
#> 1312 2 1 1 1 1.51 6.981037553 2
#> 1313 2 1 1 1 1.05 -2.999026696 1
#> 1314 2 1 1 1 0.50 1.431425870 2
#> 1315 2 1 1 1 1.74 3.371268232 2
#> 1316 2 1 1 1 0.43 3.878644218 2
#> 1317 2 1 1 1 1.13 1.180151720 2
#> 1318 2 1 1 1 2.36 5.422163397 2
#> 1319 2 1 1 1 0.35 5.958035156 2
#> 1320 2 1 -1 0 0.29 1.865160804 2
#> 1321 2 1 1 1 0.82 5.693784271 2
#> 1322 2 1 1 1 0.36 3.750688814 2
#> 1323 2 1 1 1 2.56 -2.018406231 1
#> 1324 2 1 1 1 3.17 13.920166016 2
#> 1325 2 1 1 1 0.48 8.113376402 2
#> 1326 2 1 -1 0 1.52 2.569122696 2
#> 1327 2 1 1 1 0.80 12.381399160 2
#> 1328 2 1 -1 0 2.93 3.486523142 2
#> 1329 2 1 1 1 1.18 6.013227571 2
#> 1330 2 1 1 1 2.92 17.646692277 2
#> 1331 2 1 1 1 0.53 2.360220694 2
#> 1332 2 1 1 1 0.77 4.417092167 2
#> 1333 2 1 1 1 0.58 8.100888161 2
#> 1334 2 1 1 1 1.50 4.456673978 2
#> 1335 2 1 1 1 0.26 5.321914445 2
#> 1336 2 1 1 1 0.45 2.479433746 2
#> 1337 2 1 -1 0 3.90 2.982724050 2
#> 1338 2 1 1 1 0.57 8.633854414 2
#> 1339 2 1 -1 0 0.73 0.931656366 2
#> 1340 2 1 1 1 0.56 3.129233812 2
#> 1341 2 1 1 1 0.62 3.090461517 2
#> 1342 2 1 1 1 2.36 4.898234397 2
#> 1343 2 1 1 1 3.40 0.339654390 1
#> 1344 2 1 1 1 0.66 5.231867500 2
#> 1345 2 1 1 1 0.92 6.594965738 2
#> 1346 2 1 1 1 0.38 4.922931536 2
#> 1347 2 1 -1 0 0.65 0.572217042 1
#> 1348 2 1 1 1 1.15 4.088690457 2
#> 1349 2 1 1 1 3.50 9.922586015 2
#> 1350 2 1 1 1 0.38 1.902502431 2
#> 1351 2 1 1 1 0.92 1.533594480 2
#> 1352 2 1 1 1 0.41 -0.823413401 1
#> 1353 2 1 1 1 2.62 3.835622195 2
#> 1354 2 1 1 1 0.48 5.875281490 2
#> 1355 2 1 1 1 0.73 3.765068067 2
#> 1356 2 1 -1 0 5.95 7.351194760 2
#> 1357 2 1 1 1 0.39 2.383248752 2
#> 1358 2 1 1 1 0.49 4.875149776 2
#> 1359 2 1 1 1 0.65 4.330094874 2
#> 1360 2 1 1 1 0.32 2.659090169 2
#> 1361 2 1 1 1 0.56 1.904835363 2
#> 1362 2 1 1 1 0.35 5.448193601 2
#> 1363 2 1 1 1 0.82 1.485579524 2
#> 1364 2 1 -1 0 0.99 2.537119276 2
#> 1365 2 1 1 1 0.97 3.674898038 2
#> 1366 2 1 -1 0 1.80 12.868403962 2
#> 1367 2 1 1 1 2.29 13.469461776 2
#> 1368 2 1 1 1 0.76 4.381048564 2
#> 1369 2 1 1 1 1.41 6.775814786 2
#> 1370 2 1 1 1 0.41 3.991258535 2
#> 1371 2 1 1 1 0.28 2.850698546 2
#> 1372 2 1 1 1 1.10 2.166271186 2
#> 1373 2 1 -1 0 2.05 10.559937773 2
#> 1374 2 1 1 1 0.42 1.381187442 2
#> 1375 2 1 1 1 4.38 8.724014945 2
#> 1376 2 1 1 1 0.56 6.910589251 2
#> 1377 2 1 1 1 0.49 0.414369269 1
#> 1378 2 1 -1 0 0.45 0.741451080 1
#> 1379 2 1 1 1 0.41 2.422938582 2
#> 1380 2 1 1 1 0.73 4.478462636 2
#> 1381 2 1 -1 0 8.34 9.886211776 2
#> 1382 2 1 1 1 2.77 2.574439379 2
#> 1383 2 1 1 1 1.15 0.518033596 1
#> 1384 2 1 1 1 0.52 7.554401868 2
#> 1385 2 1 1 1 0.69 5.526446105 2
#> 1386 2 1 1 1 1.47 2.341240712 2
#> 1387 2 1 -1 0 2.95 5.823348568 2
#> 1388 2 1 1 1 2.46 5.375469549 2
#> 1389 2 1 1 1 0.41 2.095736728 2
#> 1390 2 1 1 1 0.72 3.751156093 2
#> 1391 2 1 1 1 1.33 3.397784537 2
#> 1392 2 1 1 1 0.39 4.181412357 2
#> 1393 2 1 1 1 0.97 4.065791893 2
#> 1394 2 1 -1 0 0.74 5.794391195 2
#> 1395 2 1 -1 0 1.33 3.720761250 2
#> 1396 2 1 1 1 0.38 0.890154894 2
#> 1397 2 1 -1 0 0.91 0.438623991 1
#> 1398 2 1 1 1 0.90 7.265496324 2
#> 1399 2 1 1 1 0.23 -0.207652887 1
#> 1400 2 1 1 1 0.97 7.608286002 2
#> 1401 2 1 1 1 0.38 7.319645379 2
#> 1402 2 1 1 1 0.64 0.716096846 1
#> 1403 2 1 -1 0 1.13 6.345812779 2
#> 1404 2 1 1 1 0.86 6.092107661 2
#> 1405 2 1 1 1 0.51 1.778558357 2
#> 1406 2 1 1 1 0.60 2.863076486 2
#> 1407 2 1 1 1 1.41 6.985137275 2
#> 1408 2 1 1 1 0.42 2.903448281 2
#> 1409 2 1 1 1 1.21 2.262025069 2
#> 1410 2 1 1 1 0.66 3.451804742 2
#> 1411 2 1 1 1 2.37 4.470570339 2
#> 1412 2 1 1 1 0.92 4.494687540 2
#> 1413 2 1 -1 0 2.16 5.282853205 2
#> 1414 2 1 1 1 3.66 8.540637559 2
#> 1415 2 1 1 1 0.64 3.143177904 2
#> 1416 2 1 1 1 1.44 0.708509466 1
#> 1417 2 1 1 1 0.90 4.189955777 2
#> 1418 2 1 1 1 0.92 2.028722709 2
#> 1419 2 1 1 1 0.44 4.860007705 2
#> 1420 2 1 1 1 0.69 3.711468466 2
#> 1421 2 1 1 1 0.60 2.625172252 2
#> 1422 2 1 1 1 0.86 2.343217275 2
#> 1423 2 1 1 1 0.96 7.729424706 2
#> 1424 2 1 -1 0 1.06 2.986654454 2
#> 1425 2 1 -1 0 3.94 3.254890361 2
#> 1426 2 1 -1 0 1.10 10.835068128 2
#> 1427 2 1 1 1 0.50 1.136775391 2
#> 1428 2 1 1 1 0.47 3.651129564 2
#> 1429 2 1 1 1 0.82 -0.731360359 1
#> 1430 2 1 1 1 1.27 4.786315978 2
#> 1431 2 1 1 1 2.35 10.648177641 2
#> 1432 2 1 1 1 2.49 0.643412219 1
#> 1433 2 1 1 1 0.99 2.412034497 2
#> 1434 2 1 -1 0 0.50 4.270298800 2
#> 1435 2 1 1 1 0.69 4.018829953 2
#> 1436 2 1 1 1 0.73 -0.120062987 1
#> 1437 2 1 1 1 0.82 3.969699353 2
#> 1438 2 1 1 1 3.42 7.455228649 2
#> 1439 2 1 1 1 2.08 8.081992793 2
#> 1440 2 1 1 1 2.74 5.426022569 2
#> 1441 2 1 1 1 0.23 9.535867269 2
#> 1442 2 1 1 1 1.53 6.978927773 2
#> 1443 2 1 1 1 1.65 -0.508617060 1
#> 1444 2 1 1 1 0.18 2.903029523 2
#> 1445 2 1 1 1 0.46 5.891884167 2
#> 1446 2 1 1 1 0.39 1.643233786 2
#> 1447 2 1 -1 0 2.75 6.470443962 2
#> 1448 2 1 1 1 0.45 3.795011822 2
#> 1449 2 1 1 1 0.97 -0.083257965 1
#> 1450 2 1 1 1 0.76 7.802539747 2
#> 1451 2 1 1 1 3.05 6.978887784 2
#> 1452 2 1 1 1 0.43 2.293472985 2
#> 1453 2 1 1 1 0.60 2.627393944 2
#> 1454 2 1 1 1 0.51 3.868073782 2
#> 1455 2 1 1 1 0.27 7.218712064 2
#> 1456 2 1 -1 0 1.95 3.042712362 2
#> 1457 2 1 1 1 0.78 0.236153684 1
#> 1458 2 1 1 1 0.91 5.420626813 2
#> 1459 2 1 -1 0 1.15 2.517774499 2
#> 1460 2 1 1 1 0.71 1.940009962 2
#> 1461 2 1 1 1 0.75 3.937826536 2
#> 1462 2 1 1 1 0.31 4.563039925 2
#> 1463 2 1 1 1 0.58 6.441242534 2
#> 1464 2 1 1 1 1.50 4.027445255 2
#> 1465 2 1 1 1 2.18 11.368882126 2
#> 1466 2 1 1 1 1.36 1.147461687 2
#> 1467 2 1 1 1 0.35 1.932366105 2
#> 1468 2 1 1 1 0.34 -2.982099142 1
#> 1469 2 1 1 1 0.26 2.657727478 2
#> 1470 2 1 1 1 1.39 1.087288162 2
#> 1471 2 1 -1 0 0.54 3.192550759 2
#> 1472 2 1 1 1 7.75 17.522020627 2
#> 1473 2 1 -1 0 0.63 5.900163803 2
#> 1474 2 1 1 1 1.41 5.699866073 2
#> 1475 2 1 1 1 1.32 5.884616490 2
#> 1476 2 1 1 1 0.53 6.306173829 2
#> 1477 2 1 1 1 0.53 1.992982872 2
#> 1478 2 1 -1 0 1.16 4.352409745 2
#> 1479 2 1 -1 0 3.99 8.096454560 2
#> 1480 2 1 1 1 0.37 3.426057266 2
#> 1481 2 1 -1 0 1.56 6.075540885 2
#> 1482 2 1 1 1 0.95 4.696535638 2
#> 1483 2 1 1 1 0.48 0.130811081 1
#> 1484 2 1 -1 0 0.60 6.592709701 2
#> 1485 2 1 1 1 0.19 3.708593132 2
#> 1486 2 1 1 1 1.44 9.850047344 2
#> 1487 2 1 -1 0 0.50 0.851899658 2
#> 1488 2 1 1 1 0.31 4.703632987 2
#> 1489 2 1 1 1 0.65 5.356260670 2
#> 1490 2 1 1 1 2.93 16.170622013 2
#> 1491 2 1 1 1 0.48 4.595851237 2
#> 1492 2 1 1 1 0.32 4.450101926 2
#> 1493 2 1 1 1 0.21 5.462912245 2
#> 1494 2 1 -1 0 0.79 3.528665740 2
#> 1495 2 1 1 1 2.86 0.818968951 2
#> 1496 2 1 -1 0 0.40 1.371755332 2
#> 1497 2 1 1 1 0.94 1.089027673 2
#> 1498 2 1 1 1 1.18 6.853749996 2
#> 1499 2 1 1 1 1.44 4.941454227 2
#> 1500 2 1 1 1 1.83 4.137205093 2
#> 1501 2 1 1 1 0.55 1.476799940 2
#> 1502 2 1 -1 0 2.19 7.090783894 2
#> 1503 2 1 1 1 0.96 -0.900247324 1
#> 1504 2 1 1 1 1.17 4.354945805 2
#> 1505 2 1 1 1 0.61 -0.348402665 1
#> 1506 2 1 1 1 2.53 10.289775155 2
#> 1507 2 1 -1 0 1.18 5.023663508 2
#> 1508 2 1 1 1 1.09 4.000810664 2
#> 1509 2 1 1 1 2.59 8.512256010 2
#> 1510 2 1 1 1 0.52 2.202803947 2
#> 1511 2 1 1 1 0.38 1.848156866 2
#> 1512 2 1 1 1 1.14 3.475681811 2
#> 1513 2 1 1 1 1.08 6.091411057 2
#> 1514 2 1 1 1 0.62 1.373889446 2
#> 1515 2 1 1 1 0.41 3.176957207 2
#> 1516 2 1 1 1 0.68 3.230780187 2
#> 1517 2 1 1 1 2.35 5.960673141 2
#> 1518 2 1 1 1 1.61 3.467648961 2
#> 1519 2 1 1 1 0.56 2.102190324 2
#> 1520 2 1 -1 0 0.63 5.124716008 2
#> 1521 2 1 1 1 0.59 6.336794651 2
#> 1522 2 1 1 1 0.32 6.905630575 2
#> 1523 2 1 1 1 1.32 -0.080707233 1
#> 1524 2 1 1 1 0.56 0.326771593 1
#> 1525 2 1 1 1 0.64 4.655001615 2
#> 1526 2 1 1 1 1.48 4.249569568 2
#> 1527 2 1 -1 0 3.20 11.616265935 2
#> 1528 2 1 1 1 0.86 1.895455506 2
#> 1529 2 1 1 1 0.86 4.614613289 2
#> 1530 2 1 1 1 0.74 1.675994989 2
#> 1531 2 1 1 1 1.08 -1.435130534 1
#> 1532 2 1 -1 0 0.99 1.779710631 2
#> 1533 2 1 1 1 0.32 8.082891818 2
#> 1534 2 1 1 1 0.60 2.587879393 2
#> 1535 2 1 1 1 0.79 2.114918541 2
#> 1536 2 1 1 1 1.20 4.309771023 2
#> 1537 2 1 1 1 0.45 10.276318891 2
#> 1538 2 1 1 1 0.77 -1.478544332 1
#> 1539 2 1 1 1 0.89 3.145248720 2
#> 1540 2 1 1 1 0.60 7.616916751 2
#> 1541 2 1 1 1 1.36 -1.030802561 1
#> 1542 2 1 1 1 0.38 3.272872846 2
#> 1543 2 1 1 1 0.92 3.852573745 2
#> 1544 2 1 1 1 1.73 2.667275368 2
#> 1545 2 1 1 1 0.61 8.737495034 2
#> 1546 2 1 1 1 1.53 10.079389088 2
#> 1547 2 1 1 1 2.01 -2.318303305 1
#> 1548 2 1 1 1 0.57 2.206425097 2
#> 1549 2 1 1 1 0.50 1.153332959 2
#> 1550 2 1 1 1 0.65 3.127913133 2
#> 1551 2 1 1 1 1.01 2.325256317 2
#> 1552 2 1 1 1 0.64 8.709130690 2
#> 1553 2 1 1 1 0.37 6.164621742 2
#> 1554 2 1 1 1 0.46 6.553216913 2
#> 1555 2 1 1 1 2.47 -0.580262907 1
#> 1556 2 1 1 1 1.09 4.313355154 2
#> 1557 2 1 1 1 0.30 2.075352774 2
#> 1558 2 1 1 1 1.37 5.376483689 2
#> 1559 2 1 1 1 1.45 3.081808805 2
#> 1560 2 1 -1 0 2.13 15.750874612 2
#> 1561 2 1 -1 0 1.35 0.523717053 1
#> 1562 2 1 1 1 2.05 9.803063484 2
#> 1563 2 1 1 1 1.19 1.549253319 2
#> 1564 2 1 -1 0 2.90 5.920603229 2
#> 1565 2 1 1 1 3.72 -2.391630048 1
#> 1566 2 1 1 1 1.36 2.080120832 2
#> 1567 2 1 1 1 0.21 4.014373879 2
#> 1568 2 1 1 1 0.82 3.553292636 2
#> 1569 2 1 1 1 0.80 -0.719997835 1
#> 1570 2 1 -1 0 5.47 16.594612703 2
#> 1571 2 1 -1 0 2.02 10.843548035 2
#> 1572 2 1 1 1 0.55 0.831712180 2
#> 1573 2 1 1 1 0.60 5.792558380 2
#> 1574 2 1 1 1 0.50 6.163764540 2
#> 1575 2 1 1 1 0.69 6.328167205 2
#> 1576 2 1 1 1 0.26 1.647246862 2
#> 1577 2 1 1 1 0.56 4.617808709 2
#> 1578 2 1 1 1 0.23 7.589934415 2
#> 1579 2 1 1 1 3.25 8.095900817 2
#> 1580 2 1 1 1 1.53 11.710570514 2
#> 1581 2 1 1 1 0.45 4.730446249 2
#> 1582 2 1 -1 0 1.23 2.457619946 2
#> 1583 2 1 1 1 2.89 11.097251938 2
#> 1584 2 1 1 1 1.58 8.348190094 2
#> 1585 2 1 1 1 1.40 4.201424827 2
#> 1586 2 1 1 1 0.31 -0.987488033 1
#> 1587 2 1 1 1 0.54 1.081091263 2
#> 1588 2 1 1 1 0.85 4.812959558 2
#> 1589 2 1 1 1 0.46 5.544594060 2
#> 1590 2 1 1 1 0.88 -0.680145365 1
#> 1591 2 1 1 1 1.77 7.151890460 2
#> 1592 2 1 1 1 0.58 3.259535676 2
#> 1593 2 1 1 1 1.69 7.016429923 2
#> 1594 2 1 -1 0 1.42 4.335815664 2
#> 1595 2 1 1 1 2.36 1.075827084 2
#> 1596 2 1 -1 0 1.22 7.239744264 2
#> 1597 2 1 1 1 0.93 2.317478290 2
#> 1598 2 1 1 1 0.54 -1.206677626 1
#> 1599 2 1 1 1 0.52 3.871688657 2
#> 1600 2 1 1 1 0.33 3.182635573 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.721
#> 2 1 0.728
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.0897
#> 2 1 -0.0828
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 -0.0841
#> 2 2 -0.0690
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0265
#> 2 2 -0.0207
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 0.107
#> 2 1 1 -0.0393
#> 3 2 0 0.00404
#> 4 2 1 -0.0293
#>
#>
# }