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 0 0.88 1.517278 2
#> 2 1 -1 -1 1 0.90 -2.262484 1
#> 3 1 -1 -1 1 0.39 -1.839983 1
#> 4 1 -1 -1 1 4.40 1.396695 2
#> 5 1 -1 -1 1 2.45 -8.110019 1
#> 6 1 -1 -1 1 0.44 -1.841177 1
# \donttest{
library(ggplot2)
simus <- simus[simus$response!=0,]
simus$rating <- factor(simus$rating, labels=c("unsure", "sure"))
ggplot(simus, aes(x=rt, group=interaction(correct, rating),
color=as.factor(correct), linetype=rating))+
geom_density(size=1.2)+xlim(c(0,5))+
facet_grid(rows=vars(condition), labeller = "label_both")
#> Warning: Removed 530 rows containing non-finite outside the scale range
#> (`stat_density()`).
# }
# automatically aggregate simulation distribution
# to get only accuracy x confidence rating distribution for
# all conditions
agg_simus <- simulateWEV(paramDf, model="dynWEV", agg_simus = TRUE)
head(agg_simus)
#> # A tibble: 6 × 4
#> rating correct condition p
#> <dbl> <dbl> <int> <dbl>
#> 1 1 0 1 0.243
#> 2 1 0 2 0.0302
#> 3 1 1 1 0.274
#> 4 1 1 2 0.114
#> 5 2 0 1 0.224
#> 6 2 0 2 0.145
# \donttest{
agg_simus$rating <- factor(agg_simus$rating, labels=c("unsure", "sure"))
library(ggplot2)
ggplot(agg_simus, aes(x=rating, group=correct, fill=as.factor(correct), y=p))+
geom_bar(stat="identity", position="dodge")+
facet_grid(cols=vars(condition), labeller = "label_both")
# }
# \donttest{
# Compute Gamma correlation coefficients between
# confidence and other behavioral measures
# output will be a list
simu_list <- simulateWEV(paramDf,n = 400, model="dynWEV", gamma=TRUE)
simu_list
#> $simus
#> condition stimulus response correct rt conf rating
#> 1 1 -1 1 0 0.62 4.886817913 2
#> 2 1 -1 1 0 2.56 -0.626430263 1
#> 3 1 -1 -1 1 0.64 -2.215298009 1
#> 4 1 -1 -1 1 0.98 6.586850534 2
#> 5 1 -1 1 0 2.55 -1.895494529 1
#> 6 1 -1 1 0 1.11 1.987823819 2
#> 7 1 -1 -1 1 0.43 1.297831892 2
#> 8 1 -1 -1 1 2.40 -5.634925552 1
#> 9 1 -1 -1 1 1.90 -0.899165420 1
#> 10 1 -1 -1 1 0.67 -2.670267746 1
#> 11 1 -1 1 0 0.62 5.178759582 2
#> 12 1 -1 1 0 0.43 -0.780684699 1
#> 13 1 -1 -1 1 0.71 -2.109099850 1
#> 14 1 -1 1 0 1.73 2.263674740 2
#> 15 1 -1 -1 1 0.65 0.651005340 1
#> 16 1 -1 1 0 2.06 1.282480269 2
#> 17 1 -1 -1 1 5.29 7.707074772 2
#> 18 1 -1 -1 1 1.87 -2.630953264 1
#> 19 1 -1 1 0 0.44 -0.592554572 1
#> 20 1 -1 -1 1 0.44 -0.161372257 1
#> 21 1 -1 1 0 0.81 -0.874877389 1
#> 22 1 -1 -1 1 0.91 3.204755918 2
#> 23 1 -1 -1 1 0.66 -1.816099546 1
#> 24 1 -1 1 0 1.09 -2.793717599 1
#> 25 1 -1 -1 1 0.82 -2.962209467 1
#> 26 1 -1 1 0 0.82 -3.916979495 1
#> 27 1 -1 -1 1 2.01 -5.819636896 1
#> 28 1 -1 1 0 0.97 1.200853106 2
#> 29 1 -1 -1 1 0.97 -7.185576514 1
#> 30 1 -1 -1 1 0.63 -0.681316550 1
#> 31 1 -1 1 0 2.41 -3.028993979 1
#> 32 1 -1 -1 1 1.69 5.008687324 2
#> 33 1 -1 1 0 2.38 -2.427972266 1
#> 34 1 -1 -1 1 0.63 2.294511300 2
#> 35 1 -1 -1 1 2.05 10.107033616 2
#> 36 1 -1 1 0 0.95 2.513919753 2
#> 37 1 -1 -1 1 0.83 1.164547524 2
#> 38 1 -1 -1 1 0.45 1.878648447 2
#> 39 1 -1 -1 1 2.19 -4.920128928 1
#> 40 1 -1 1 0 0.34 4.679598532 2
#> 41 1 -1 1 0 1.64 6.561757961 2
#> 42 1 -1 1 0 3.32 2.448705568 2
#> 43 1 -1 -1 1 0.80 -4.222969121 1
#> 44 1 -1 -1 1 0.74 1.809521811 2
#> 45 1 -1 -1 1 0.99 -0.853848110 1
#> 46 1 -1 -1 1 1.05 3.700367709 2
#> 47 1 -1 1 0 0.60 0.740526818 1
#> 48 1 -1 1 0 0.59 -0.072018650 1
#> 49 1 -1 -1 1 1.12 2.403335480 2
#> 50 1 -1 1 0 2.51 -5.475451834 1
#> 51 1 -1 1 0 0.32 3.986290174 2
#> 52 1 -1 1 0 0.37 -3.440860368 1
#> 53 1 -1 -1 1 1.26 2.878044102 2
#> 54 1 -1 1 0 1.17 5.590171228 2
#> 55 1 -1 1 0 1.10 0.891615179 2
#> 56 1 -1 -1 1 0.73 2.759382988 2
#> 57 1 -1 -1 1 0.86 3.057176735 2
#> 58 1 -1 -1 1 0.58 -0.462775048 1
#> 59 1 -1 1 0 1.11 -9.144080325 1
#> 60 1 -1 1 0 2.62 4.228745360 2
#> 61 1 -1 1 0 0.58 2.262303052 2
#> 62 1 -1 -1 1 2.08 -1.329891112 1
#> 63 1 -1 -1 1 1.45 -1.974922142 1
#> 64 1 -1 -1 1 1.14 6.460575212 2
#> 65 1 -1 -1 1 1.48 -3.801371970 1
#> 66 1 -1 1 0 1.55 3.286743989 2
#> 67 1 -1 1 0 0.68 1.511183571 2
#> 68 1 -1 1 0 0.49 -0.189204681 1
#> 69 1 -1 -1 1 0.89 1.967844522 2
#> 70 1 -1 1 0 0.80 1.499855447 2
#> 71 1 -1 -1 1 0.41 0.398633314 1
#> 72 1 -1 1 0 1.60 -6.656441925 1
#> 73 1 -1 -1 1 0.66 -0.897209303 1
#> 74 1 -1 1 0 3.59 2.622105112 2
#> 75 1 -1 -1 1 0.32 -1.788491480 1
#> 76 1 -1 -1 1 0.57 -1.873513098 1
#> 77 1 -1 -1 1 0.70 0.019474742 1
#> 78 1 -1 1 0 0.59 0.478944973 1
#> 79 1 -1 -1 1 1.33 0.801144445 2
#> 80 1 -1 -1 1 2.35 2.700305141 2
#> 81 1 -1 -1 1 0.93 -2.855396817 1
#> 82 1 -1 1 0 0.78 1.018939169 2
#> 83 1 -1 -1 1 1.08 -2.590170103 1
#> 84 1 -1 1 0 2.20 -3.396191856 1
#> 85 1 -1 -1 1 0.51 4.242936296 2
#> 86 1 -1 -1 1 5.48 7.120881561 2
#> 87 1 -1 -1 1 0.59 4.274742459 2
#> 88 1 -1 -1 1 2.11 -1.171645512 1
#> 89 1 -1 -1 1 0.93 -0.606593933 1
#> 90 1 -1 -1 1 2.19 -1.171047858 1
#> 91 1 -1 -1 1 3.05 -1.660814207 1
#> 92 1 -1 -1 1 1.16 -1.192406165 1
#> 93 1 -1 1 0 0.42 1.685506527 2
#> 94 1 -1 1 0 0.41 -0.251338532 1
#> 95 1 -1 -1 1 1.27 -0.137393243 1
#> 96 1 -1 -1 1 1.48 3.357457743 2
#> 97 1 -1 1 0 0.62 -1.808861635 1
#> 98 1 -1 1 0 1.13 5.279853285 2
#> 99 1 -1 1 0 1.11 -5.035627709 1
#> 100 1 -1 1 0 3.30 7.624002983 2
#> 101 1 -1 1 0 1.37 3.149361948 2
#> 102 1 -1 -1 1 1.15 1.713661381 2
#> 103 1 -1 -1 1 0.96 0.667423586 1
#> 104 1 -1 -1 1 1.06 1.585644465 2
#> 105 1 -1 -1 1 1.13 -0.814235820 1
#> 106 1 -1 1 0 0.38 2.049926058 2
#> 107 1 -1 1 0 0.62 0.595474436 1
#> 108 1 -1 -1 1 0.93 1.293288400 2
#> 109 1 -1 -1 1 1.28 -1.193988942 1
#> 110 1 -1 -1 1 2.04 -4.418926949 1
#> 111 1 -1 1 0 1.53 -3.637461906 1
#> 112 1 -1 1 0 0.93 -1.712417037 1
#> 113 1 -1 1 0 0.73 -1.325521683 1
#> 114 1 -1 1 0 0.86 -0.965384320 1
#> 115 1 -1 -1 1 1.29 1.232999738 2
#> 116 1 -1 1 0 0.36 4.693555236 2
#> 117 1 -1 1 0 0.49 1.322821326 2
#> 118 1 -1 1 0 0.69 -3.219367786 1
#> 119 1 -1 -1 1 1.48 -2.175569623 1
#> 120 1 -1 -1 1 1.09 -0.342916156 1
#> 121 1 -1 -1 1 2.37 0.750804541 1
#> 122 1 -1 1 0 0.74 -1.923534742 1
#> 123 1 -1 1 0 1.34 -0.402928104 1
#> 124 1 -1 -1 1 3.56 -5.887157949 1
#> 125 1 -1 1 0 0.27 -3.592997858 1
#> 126 1 -1 -1 1 2.50 7.663587349 2
#> 127 1 -1 -1 1 2.15 -4.073339854 1
#> 128 1 -1 1 0 0.94 2.099042568 2
#> 129 1 -1 -1 1 2.62 9.073087034 2
#> 130 1 -1 -1 1 1.96 -3.638937794 1
#> 131 1 -1 1 0 3.09 -0.807951203 1
#> 132 1 -1 -1 1 2.09 -0.688685275 1
#> 133 1 -1 -1 1 0.44 -2.180097127 1
#> 134 1 -1 -1 1 1.25 -3.250318660 1
#> 135 1 -1 1 0 0.63 6.522305885 2
#> 136 1 -1 -1 1 0.24 3.111678406 2
#> 137 1 -1 1 0 2.38 2.626662152 2
#> 138 1 -1 -1 1 0.75 0.523570426 1
#> 139 1 -1 -1 1 0.59 2.248004159 2
#> 140 1 -1 -1 1 0.72 -1.162646980 1
#> 141 1 -1 1 0 2.65 -2.256776532 1
#> 142 1 -1 1 0 0.82 -2.312506101 1
#> 143 1 -1 -1 1 3.02 1.763220166 2
#> 144 1 -1 -1 1 0.97 0.035611228 1
#> 145 1 -1 -1 1 1.24 -0.835477095 1
#> 146 1 -1 -1 1 0.75 -0.262729836 1
#> 147 1 -1 -1 1 1.75 -0.306902776 1
#> 148 1 -1 1 0 2.18 -0.804223556 1
#> 149 1 -1 -1 1 2.66 2.711077262 2
#> 150 1 -1 -1 1 0.41 1.645696548 2
#> 151 1 -1 -1 1 6.36 -5.057913833 1
#> 152 1 -1 -1 1 2.05 -3.609148499 1
#> 153 1 -1 1 0 0.32 -2.948215581 1
#> 154 1 -1 1 0 1.33 -2.421353600 1
#> 155 1 -1 1 0 1.98 2.877254008 2
#> 156 1 -1 1 0 0.97 -2.275044826 1
#> 157 1 -1 -1 1 0.63 -2.286191050 1
#> 158 1 -1 1 0 0.88 -1.482526377 1
#> 159 1 -1 -1 1 0.97 5.572030430 2
#> 160 1 -1 -1 1 1.90 -0.521499897 1
#> 161 1 -1 1 0 0.62 -0.555081394 1
#> 162 1 -1 1 0 0.50 -3.293778877 1
#> 163 1 -1 1 0 0.64 1.697897381 2
#> 164 1 -1 -1 1 0.56 2.045754542 2
#> 165 1 -1 -1 1 0.34 -1.384765167 1
#> 166 1 -1 -1 1 0.63 1.168251585 2
#> 167 1 -1 1 0 0.63 -2.683015165 1
#> 168 1 -1 -1 1 2.47 -2.919544156 1
#> 169 1 -1 1 0 0.35 -0.770753265 1
#> 170 1 -1 -1 1 0.57 -1.794997936 1
#> 171 1 -1 -1 1 0.77 4.942640337 2
#> 172 1 -1 -1 1 1.78 1.555391197 2
#> 173 1 -1 1 0 0.37 0.098636713 1
#> 174 1 -1 1 0 1.18 -2.058116315 1
#> 175 1 -1 -1 1 0.80 5.385895689 2
#> 176 1 -1 1 0 1.02 2.051085802 2
#> 177 1 -1 -1 1 0.80 0.957099562 2
#> 178 1 -1 1 0 1.78 -0.026325621 1
#> 179 1 -1 1 0 1.20 -0.992264127 1
#> 180 1 -1 -1 1 2.59 2.365750863 2
#> 181 1 -1 1 0 1.21 -1.407845331 1
#> 182 1 -1 1 0 0.38 0.050036496 1
#> 183 1 -1 -1 1 1.52 -1.010724386 1
#> 184 1 -1 -1 1 1.18 4.907178792 2
#> 185 1 -1 -1 1 0.53 3.134339531 2
#> 186 1 -1 1 0 0.84 2.927771059 2
#> 187 1 -1 1 0 0.68 -1.466770771 1
#> 188 1 -1 -1 1 0.65 2.956292575 2
#> 189 1 -1 1 0 1.76 3.573749569 2
#> 190 1 -1 -1 1 0.52 1.747406855 2
#> 191 1 -1 -1 1 0.93 -4.569327434 1
#> 192 1 -1 -1 1 1.08 -0.348177547 1
#> 193 1 -1 -1 1 2.72 -4.714173669 1
#> 194 1 -1 -1 1 1.48 -6.377694329 1
#> 195 1 -1 1 0 2.36 6.852215847 2
#> 196 1 -1 1 0 0.43 -3.496921184 1
#> 197 1 -1 1 0 3.30 -6.039197414 1
#> 198 1 -1 1 0 2.18 3.004469435 2
#> 199 1 -1 1 0 1.39 3.517835130 2
#> 200 1 -1 1 0 1.41 -0.266002984 1
#> 201 1 -1 1 0 1.26 5.169748923 2
#> 202 1 -1 1 0 0.94 -2.013906269 1
#> 203 1 -1 1 0 0.71 -0.595183218 1
#> 204 1 -1 1 0 0.77 -2.101883971 1
#> 205 1 -1 -1 1 0.71 -5.136167362 1
#> 206 1 -1 1 0 0.44 1.747795561 2
#> 207 1 -1 -1 1 1.46 1.161125519 2
#> 208 1 -1 1 0 1.85 -0.626021473 1
#> 209 1 -1 -1 1 2.66 -4.472966133 1
#> 210 1 -1 1 0 1.81 7.615847898 2
#> 211 1 -1 -1 1 0.67 4.386134304 2
#> 212 1 -1 1 0 0.25 0.573766299 1
#> 213 1 -1 1 0 1.45 0.792621372 1
#> 214 1 -1 1 0 3.29 2.048598671 2
#> 215 1 -1 -1 1 1.65 -4.575280462 1
#> 216 1 -1 1 0 2.03 -5.683485667 1
#> 217 1 -1 1 0 0.54 0.146482135 1
#> 218 1 -1 -1 1 1.14 -2.279074646 1
#> 219 1 -1 1 0 1.07 -0.498153948 1
#> 220 1 -1 -1 1 2.07 -4.966449855 1
#> 221 1 -1 -1 1 1.66 2.109768269 2
#> 222 1 -1 1 0 0.84 1.280640818 2
#> 223 1 -1 -1 1 1.31 5.277440362 2
#> 224 1 -1 -1 1 0.89 2.007347373 2
#> 225 1 -1 -1 1 1.62 1.524082897 2
#> 226 1 -1 -1 1 1.42 2.322662340 2
#> 227 1 -1 -1 1 0.98 6.521046269 2
#> 228 1 -1 1 0 1.02 3.254118357 2
#> 229 1 -1 -1 1 1.66 1.614637781 2
#> 230 1 -1 -1 1 1.68 1.618526039 2
#> 231 1 -1 1 0 0.69 0.846210068 2
#> 232 1 -1 1 0 2.81 5.991578888 2
#> 233 1 -1 -1 1 1.88 3.365593936 2
#> 234 1 -1 1 0 0.89 -1.351565923 1
#> 235 1 -1 1 0 0.55 -0.192694091 1
#> 236 1 -1 1 0 0.84 4.041121667 2
#> 237 1 -1 -1 1 2.43 -1.244792340 1
#> 238 1 -1 1 0 0.51 3.146417380 2
#> 239 1 -1 -1 1 1.43 0.307342519 1
#> 240 1 -1 -1 1 1.68 4.097020229 2
#> 241 1 -1 -1 1 1.49 3.462452887 2
#> 242 1 -1 -1 1 0.85 1.572859033 2
#> 243 1 -1 1 0 8.20 2.610327048 2
#> 244 1 -1 -1 1 0.57 -2.236303053 1
#> 245 1 -1 -1 1 4.15 -4.277712206 1
#> 246 1 -1 -1 1 0.58 -1.484442958 1
#> 247 1 -1 1 0 1.31 1.846671275 2
#> 248 1 -1 1 0 1.36 -3.788292787 1
#> 249 1 -1 1 0 2.05 3.124241135 2
#> 250 1 -1 1 0 0.36 4.635544684 2
#> 251 1 -1 -1 1 1.91 3.195684317 2
#> 252 1 -1 1 0 0.35 -1.426007013 1
#> 253 1 -1 1 0 3.23 4.395324269 2
#> 254 1 -1 -1 1 1.13 1.456172015 2
#> 255 1 -1 -1 1 0.32 1.154919925 2
#> 256 1 -1 -1 1 8.36 12.722898480 2
#> 257 1 -1 1 0 0.83 -3.429641082 1
#> 258 1 -1 -1 1 4.78 8.893242249 2
#> 259 1 -1 1 0 0.64 2.722800376 2
#> 260 1 -1 1 0 0.29 -2.196803285 1
#> 261 1 -1 -1 1 1.55 -3.987750431 1
#> 262 1 -1 -1 1 0.45 3.064746441 2
#> 263 1 -1 -1 1 1.87 -4.245741799 1
#> 264 1 -1 -1 1 0.58 -1.551762246 1
#> 265 1 -1 1 0 2.70 -4.419065173 1
#> 266 1 -1 -1 1 3.51 0.347693068 1
#> 267 1 -1 -1 1 3.67 -12.526726139 1
#> 268 1 -1 -1 1 1.31 -0.522672769 1
#> 269 1 -1 1 0 0.82 1.002821645 2
#> 270 1 -1 1 0 1.84 0.221901694 1
#> 271 1 -1 1 0 0.71 4.040890398 2
#> 272 1 -1 1 0 0.88 0.307076503 1
#> 273 1 -1 -1 1 3.48 -1.666683508 1
#> 274 1 -1 1 0 0.67 -1.354097407 1
#> 275 1 -1 -1 1 1.89 1.400084315 2
#> 276 1 -1 -1 1 0.48 -1.118617261 1
#> 277 1 -1 -1 1 0.54 1.432325494 2
#> 278 1 -1 1 0 1.06 3.629743748 2
#> 279 1 -1 1 0 0.59 -5.404753752 1
#> 280 1 -1 1 0 2.60 0.343756038 1
#> 281 1 -1 -1 1 1.46 -1.373472310 1
#> 282 1 -1 1 0 0.81 0.932298621 2
#> 283 1 -1 -1 1 0.40 -2.132183342 1
#> 284 1 -1 1 0 0.66 2.002448260 2
#> 285 1 -1 1 0 2.18 -1.594473649 1
#> 286 1 -1 1 0 2.33 5.131260546 2
#> 287 1 -1 1 0 4.44 5.569106575 2
#> 288 1 -1 -1 1 0.85 4.800156402 2
#> 289 1 -1 1 0 0.91 2.278290981 2
#> 290 1 -1 1 0 1.87 0.317262177 1
#> 291 1 -1 -1 1 0.90 -4.848075755 1
#> 292 1 -1 1 0 0.72 -1.993322444 1
#> 293 1 -1 1 0 2.00 6.316626404 2
#> 294 1 -1 -1 1 0.69 -1.059066341 1
#> 295 1 -1 1 0 0.58 -0.862927713 1
#> 296 1 -1 1 0 0.62 -0.826504752 1
#> 297 1 -1 1 0 0.42 -1.080938953 1
#> 298 1 -1 -1 1 0.76 3.119597453 2
#> 299 1 -1 1 0 1.53 6.133932311 2
#> 300 1 -1 1 0 0.41 -1.548130407 1
#> 301 1 -1 1 0 2.88 4.231713885 2
#> 302 1 -1 -1 1 0.81 -4.676186006 1
#> 303 1 -1 1 0 1.77 -0.868314889 1
#> 304 1 -1 -1 1 1.57 -2.216465775 1
#> 305 1 -1 -1 1 0.55 4.220740817 2
#> 306 1 -1 -1 1 3.88 4.142045627 2
#> 307 1 -1 -1 1 0.41 -5.898892131 1
#> 308 1 -1 1 0 0.51 1.625149552 2
#> 309 1 -1 1 0 1.39 4.210044680 2
#> 310 1 -1 -1 1 1.52 1.560932822 2
#> 311 1 -1 1 0 0.34 -3.901499005 1
#> 312 1 -1 1 0 3.04 6.289796461 2
#> 313 1 -1 1 0 1.36 2.947618515 2
#> 314 1 -1 1 0 3.58 -3.546946392 1
#> 315 1 -1 1 0 0.52 6.293681722 2
#> 316 1 -1 1 0 0.38 -0.884039316 1
#> 317 1 -1 1 0 0.60 0.741550454 1
#> 318 1 -1 1 0 3.87 5.290924491 2
#> 319 1 -1 1 0 0.65 -2.616382572 1
#> 320 1 -1 1 0 2.53 -3.017070169 1
#> 321 1 -1 -1 1 1.37 2.764022518 2
#> 322 1 -1 -1 1 1.16 2.291091884 2
#> 323 1 -1 -1 1 1.28 -5.756270698 1
#> 324 1 -1 1 0 0.87 -1.728061139 1
#> 325 1 -1 -1 1 0.95 4.968942180 2
#> 326 1 -1 -1 1 1.28 -2.296864806 1
#> 327 1 -1 -1 1 1.14 -3.858922345 1
#> 328 1 -1 1 0 0.39 1.997150123 2
#> 329 1 -1 1 0 1.47 2.155936786 2
#> 330 1 -1 -1 1 0.61 2.442043702 2
#> 331 1 -1 -1 1 1.14 1.533348511 2
#> 332 1 -1 -1 1 0.95 1.909077683 2
#> 333 1 -1 1 0 0.34 -2.476195664 1
#> 334 1 -1 1 0 1.21 3.338391791 2
#> 335 1 -1 1 0 0.65 -2.288240527 1
#> 336 1 -1 1 0 4.06 1.441388179 2
#> 337 1 -1 -1 1 0.59 5.836789780 2
#> 338 1 -1 -1 1 0.89 4.872536466 2
#> 339 1 -1 -1 1 0.39 3.306109793 2
#> 340 1 -1 -1 1 0.61 2.005649826 2
#> 341 1 -1 -1 1 1.39 6.690363900 2
#> 342 1 -1 -1 1 1.40 2.974832886 2
#> 343 1 -1 -1 1 1.38 1.116162761 2
#> 344 1 -1 -1 1 3.29 4.673612806 2
#> 345 1 -1 -1 1 2.45 -5.242181493 1
#> 346 1 -1 -1 1 3.97 -4.587901488 1
#> 347 1 -1 -1 1 0.42 1.727252482 2
#> 348 1 -1 -1 1 1.00 0.304318399 1
#> 349 1 -1 1 0 0.55 1.527180430 2
#> 350 1 -1 1 0 0.33 0.360607469 1
#> 351 1 -1 -1 1 3.16 -3.577757433 1
#> 352 1 -1 1 0 1.25 -1.072912078 1
#> 353 1 -1 1 0 0.53 -6.478047472 1
#> 354 1 -1 -1 1 0.55 0.802284789 2
#> 355 1 -1 -1 1 7.53 9.221029354 2
#> 356 1 -1 1 0 0.63 5.189343891 2
#> 357 1 -1 -1 1 2.20 2.662498279 2
#> 358 1 -1 -1 1 1.48 2.854270456 2
#> 359 1 -1 -1 1 1.76 0.342446448 1
#> 360 1 -1 1 0 0.84 2.043068307 2
#> 361 1 -1 1 0 1.15 1.777295464 2
#> 362 1 -1 1 0 0.73 3.360927797 2
#> 363 1 -1 1 0 0.79 4.959155466 2
#> 364 1 -1 -1 1 0.58 0.087554225 1
#> 365 1 -1 1 0 1.08 2.676350283 2
#> 366 1 -1 1 0 1.36 2.385069952 2
#> 367 1 -1 1 0 0.59 3.578115479 2
#> 368 1 -1 -1 1 1.39 5.165957587 2
#> 369 1 -1 -1 1 1.81 7.278965530 2
#> 370 1 -1 1 0 0.57 -4.043617828 1
#> 371 1 -1 -1 1 0.69 0.831589327 2
#> 372 1 -1 1 0 0.49 2.392710573 2
#> 373 1 -1 1 0 0.75 -0.665928831 1
#> 374 1 -1 -1 1 3.19 0.338812338 1
#> 375 1 -1 -1 1 3.62 0.731236252 1
#> 376 1 -1 -1 1 2.46 2.786621378 2
#> 377 1 -1 1 0 0.71 -5.171720844 1
#> 378 1 -1 -1 1 6.81 -3.053865094 1
#> 379 1 -1 1 0 0.54 -0.522982953 1
#> 380 1 -1 -1 1 0.37 3.419559575 2
#> 381 1 -1 1 0 1.01 -2.890989823 1
#> 382 1 -1 1 0 1.67 4.650486313 2
#> 383 1 -1 1 0 1.59 1.366412698 2
#> 384 1 -1 1 0 0.84 -0.355389080 1
#> 385 1 -1 -1 1 1.96 2.608223331 2
#> 386 1 -1 1 0 0.65 -3.347597289 1
#> 387 1 -1 1 0 0.65 0.137935047 1
#> 388 1 -1 -1 1 0.77 -0.473690905 1
#> 389 1 -1 1 0 0.56 2.390049010 2
#> 390 1 -1 -1 1 1.50 3.927476036 2
#> 391 1 -1 1 0 0.47 0.647391781 1
#> 392 1 -1 -1 1 1.33 -9.178831671 1
#> 393 1 -1 -1 1 0.85 1.534605203 2
#> 394 1 -1 1 0 2.47 -6.781091521 1
#> 395 1 -1 1 0 1.83 1.808950670 2
#> 396 1 -1 -1 1 1.06 7.306856956 2
#> 397 1 -1 -1 1 0.76 0.179077505 1
#> 398 1 -1 -1 1 1.24 6.478149087 2
#> 399 1 -1 -1 1 0.33 -1.430031310 1
#> 400 1 -1 -1 1 4.02 -3.402533993 1
#> 401 2 -1 -1 1 0.57 1.634645665 2
#> 402 2 -1 1 0 0.61 -2.721557320 1
#> 403 2 -1 -1 1 3.07 2.420174194 2
#> 404 2 -1 -1 1 0.59 4.623419206 2
#> 405 2 -1 -1 1 0.79 6.730273621 2
#> 406 2 -1 -1 1 0.52 1.564466335 2
#> 407 2 -1 -1 1 0.87 -0.668127560 1
#> 408 2 -1 1 0 2.15 8.193295453 2
#> 409 2 -1 -1 1 1.63 3.538965688 2
#> 410 2 -1 -1 1 0.30 5.256383268 2
#> 411 2 -1 1 0 0.29 2.583275490 2
#> 412 2 -1 -1 1 0.30 4.234969183 2
#> 413 2 -1 -1 1 0.28 3.825015811 2
#> 414 2 -1 -1 1 0.99 3.899858813 2
#> 415 2 -1 -1 1 0.40 0.198830351 1
#> 416 2 -1 -1 1 2.04 -0.329635064 1
#> 417 2 -1 -1 1 0.61 4.637986703 2
#> 418 2 -1 -1 1 0.72 6.771370076 2
#> 419 2 -1 1 0 0.26 1.635693883 2
#> 420 2 -1 -1 1 0.83 1.521374476 2
#> 421 2 -1 1 0 0.57 5.926625046 2
#> 422 2 -1 -1 1 1.59 -0.580490359 1
#> 423 2 -1 -1 1 0.53 4.557183256 2
#> 424 2 -1 -1 1 1.54 6.111207786 2
#> 425 2 -1 -1 1 0.49 -1.103118935 1
#> 426 2 -1 -1 1 0.50 7.469709902 2
#> 427 2 -1 -1 1 1.16 5.183567954 2
#> 428 2 -1 -1 1 2.04 5.283856488 2
#> 429 2 -1 1 0 3.30 9.998676552 2
#> 430 2 -1 1 0 0.48 -2.224489680 1
#> 431 2 -1 1 0 2.89 11.480538818 2
#> 432 2 -1 -1 1 0.94 7.048887687 2
#> 433 2 -1 1 0 0.73 3.789959814 2
#> 434 2 -1 -1 1 1.94 5.673318123 2
#> 435 2 -1 -1 1 0.56 8.697353722 2
#> 436 2 -1 -1 1 0.88 3.674781128 2
#> 437 2 -1 -1 1 0.62 7.757665265 2
#> 438 2 -1 -1 1 0.46 5.218808065 2
#> 439 2 -1 -1 1 0.58 7.100642763 2
#> 440 2 -1 -1 1 4.52 4.387325292 2
#> 441 2 -1 1 0 3.62 2.878234126 2
#> 442 2 -1 -1 1 0.33 1.020717132 2
#> 443 2 -1 -1 1 0.80 2.957406376 2
#> 444 2 -1 -1 1 0.87 1.562181685 2
#> 445 2 -1 -1 1 0.62 3.818200278 2
#> 446 2 -1 -1 1 0.84 3.005251433 2
#> 447 2 -1 -1 1 0.78 2.763501189 2
#> 448 2 -1 1 0 2.05 6.372332544 2
#> 449 2 -1 -1 1 1.68 3.396902175 2
#> 450 2 -1 -1 1 1.32 -2.532187674 1
#> 451 2 -1 -1 1 0.33 0.663949496 1
#> 452 2 -1 1 0 1.50 7.058072039 2
#> 453 2 -1 -1 1 0.57 4.425154242 2
#> 454 2 -1 -1 1 0.64 7.364758639 2
#> 455 2 -1 -1 1 2.68 6.501743483 2
#> 456 2 -1 1 0 1.13 6.604866014 2
#> 457 2 -1 -1 1 2.20 3.864554945 2
#> 458 2 -1 1 0 1.25 6.930958458 2
#> 459 2 -1 -1 1 0.70 9.360613715 2
#> 460 2 -1 -1 1 1.13 5.887786464 2
#> 461 2 -1 -1 1 0.86 4.702660040 2
#> 462 2 -1 -1 1 0.41 0.693905812 1
#> 463 2 -1 1 0 1.08 1.553974081 2
#> 464 2 -1 -1 1 0.51 4.708261033 2
#> 465 2 -1 1 0 4.12 8.436795757 2
#> 466 2 -1 -1 1 2.16 2.435670826 2
#> 467 2 -1 1 0 1.19 5.928085863 2
#> 468 2 -1 -1 1 0.66 4.757824724 2
#> 469 2 -1 -1 1 1.51 4.461684899 2
#> 470 2 -1 -1 1 2.18 5.153719579 2
#> 471 2 -1 1 0 2.35 3.034823079 2
#> 472 2 -1 -1 1 0.29 3.561345918 2
#> 473 2 -1 -1 1 1.36 3.939526312 2
#> 474 2 -1 -1 1 1.95 6.250224321 2
#> 475 2 -1 -1 1 4.42 8.129733915 2
#> 476 2 -1 -1 1 0.93 6.941672511 2
#> 477 2 -1 1 0 0.37 8.034782396 2
#> 478 2 -1 -1 1 1.25 2.814920218 2
#> 479 2 -1 -1 1 1.81 4.159602041 2
#> 480 2 -1 1 0 1.21 5.443573387 2
#> 481 2 -1 -1 1 0.56 3.279193002 2
#> 482 2 -1 -1 1 4.75 0.531184825 1
#> 483 2 -1 -1 1 1.51 5.250295916 2
#> 484 2 -1 -1 1 0.63 4.304760680 2
#> 485 2 -1 -1 1 1.00 1.175411102 2
#> 486 2 -1 1 0 1.19 6.091264420 2
#> 487 2 -1 -1 1 0.57 6.283694705 2
#> 488 2 -1 -1 1 0.92 1.398353359 2
#> 489 2 -1 -1 1 1.29 -0.818225478 1
#> 490 2 -1 1 0 1.05 7.685789534 2
#> 491 2 -1 -1 1 1.02 4.944164123 2
#> 492 2 -1 1 0 0.53 2.910296617 2
#> 493 2 -1 -1 1 1.41 -0.630861127 1
#> 494 2 -1 -1 1 0.59 3.456981638 2
#> 495 2 -1 -1 1 0.55 6.859361928 2
#> 496 2 -1 -1 1 1.19 1.363135852 2
#> 497 2 -1 -1 1 0.95 9.414670380 2
#> 498 2 -1 -1 1 2.77 6.085764610 2
#> 499 2 -1 -1 1 3.37 9.346286309 2
#> 500 2 -1 -1 1 1.26 0.170683586 1
#> 501 2 -1 -1 1 2.32 8.880708567 2
#> 502 2 -1 -1 1 1.07 3.794868516 2
#> 503 2 -1 -1 1 3.66 -0.517197630 1
#> 504 2 -1 -1 1 2.61 1.894320335 2
#> 505 2 -1 -1 1 0.36 3.755038470 2
#> 506 2 -1 1 0 0.24 4.314752167 2
#> 507 2 -1 -1 1 0.22 4.439171352 2
#> 508 2 -1 -1 1 0.74 0.486969214 1
#> 509 2 -1 -1 1 1.64 2.786885637 2
#> 510 2 -1 -1 1 0.48 0.649360016 1
#> 511 2 -1 -1 1 2.62 5.498556937 2
#> 512 2 -1 -1 1 1.63 2.404082458 2
#> 513 2 -1 -1 1 1.01 1.370582465 2
#> 514 2 -1 -1 1 0.67 3.696989526 2
#> 515 2 -1 -1 1 0.80 0.081386054 1
#> 516 2 -1 -1 1 0.93 9.284051043 2
#> 517 2 -1 1 0 0.64 5.254271619 2
#> 518 2 -1 -1 1 1.15 0.236267321 1
#> 519 2 -1 -1 1 1.10 4.173737764 2
#> 520 2 -1 -1 1 1.18 1.531788660 2
#> 521 2 -1 1 0 0.33 -0.505358817 1
#> 522 2 -1 -1 1 0.72 3.223091381 2
#> 523 2 -1 1 0 0.55 1.647701344 2
#> 524 2 -1 -1 1 0.73 6.042706571 2
#> 525 2 -1 1 0 1.71 6.360285044 2
#> 526 2 -1 -1 1 2.38 5.763293789 2
#> 527 2 -1 -1 1 0.47 1.489161494 2
#> 528 2 -1 -1 1 0.39 5.349555438 2
#> 529 2 -1 -1 1 0.72 6.029898183 2
#> 530 2 -1 -1 1 1.33 2.082594459 2
#> 531 2 -1 1 0 3.31 9.190209842 2
#> 532 2 -1 -1 1 0.46 -1.362716747 1
#> 533 2 -1 -1 1 0.92 5.534358710 2
#> 534 2 -1 -1 1 0.98 4.529532096 2
#> 535 2 -1 -1 1 1.27 -0.217885707 1
#> 536 2 -1 -1 1 0.36 -0.192530879 1
#> 537 2 -1 -1 1 0.85 -1.888268526 1
#> 538 2 -1 -1 1 1.97 10.326672782 2
#> 539 2 -1 -1 1 0.45 4.413356727 2
#> 540 2 -1 1 0 1.02 4.931221397 2
#> 541 2 -1 -1 1 0.32 3.750997812 2
#> 542 2 -1 -1 1 0.43 0.336487607 1
#> 543 2 -1 -1 1 0.27 2.228576945 2
#> 544 2 -1 -1 1 2.85 -0.059077559 1
#> 545 2 -1 -1 1 0.54 0.307121993 1
#> 546 2 -1 -1 1 0.71 3.967846113 2
#> 547 2 -1 -1 1 1.18 4.343677804 2
#> 548 2 -1 -1 1 1.74 9.852122868 2
#> 549 2 -1 -1 1 1.11 7.238118433 2
#> 550 2 -1 -1 1 0.68 5.083802656 2
#> 551 2 -1 -1 1 1.79 0.397265238 1
#> 552 2 -1 -1 1 1.20 7.866054085 2
#> 553 2 -1 -1 1 1.15 6.054184152 2
#> 554 2 -1 -1 1 1.61 5.849764679 2
#> 555 2 -1 -1 1 2.55 3.312869481 2
#> 556 2 -1 1 0 0.62 2.168693343 2
#> 557 2 -1 -1 1 0.87 -0.413359770 1
#> 558 2 -1 -1 1 0.87 4.257178944 2
#> 559 2 -1 -1 1 2.43 3.055470060 2
#> 560 2 -1 -1 1 0.41 4.881153814 2
#> 561 2 -1 -1 1 1.10 6.496705717 2
#> 562 2 -1 1 0 0.31 1.118898933 2
#> 563 2 -1 -1 1 1.50 0.894606624 2
#> 564 2 -1 -1 1 0.99 4.503477513 2
#> 565 2 -1 1 0 0.60 5.425687322 2
#> 566 2 -1 -1 1 0.75 10.101506800 2
#> 567 2 -1 -1 1 0.38 6.851827326 2
#> 568 2 -1 -1 1 0.63 7.272396158 2
#> 569 2 -1 -1 1 0.42 3.668853390 2
#> 570 2 -1 -1 1 1.16 -0.854825546 1
#> 571 2 -1 -1 1 2.00 4.264199871 2
#> 572 2 -1 -1 1 0.96 6.548095433 2
#> 573 2 -1 -1 1 3.37 -4.371332151 1
#> 574 2 -1 -1 1 0.25 8.605584067 2
#> 575 2 -1 1 0 0.48 6.154975548 2
#> 576 2 -1 -1 1 1.07 -0.242966143 1
#> 577 2 -1 -1 1 2.27 5.218978986 2
#> 578 2 -1 1 0 1.26 -0.163079113 1
#> 579 2 -1 -1 1 1.23 2.886020346 2
#> 580 2 -1 1 0 0.41 3.067721461 2
#> 581 2 -1 -1 1 0.96 2.126761893 2
#> 582 2 -1 -1 1 0.79 7.316085674 2
#> 583 2 -1 -1 1 3.61 4.380935502 2
#> 584 2 -1 -1 1 0.95 6.351804585 2
#> 585 2 -1 -1 1 1.37 2.182552731 2
#> 586 2 -1 -1 1 0.97 7.309204421 2
#> 587 2 -1 -1 1 0.79 3.438333661 2
#> 588 2 -1 -1 1 0.28 0.136337550 1
#> 589 2 -1 -1 1 0.95 2.047368900 2
#> 590 2 -1 -1 1 4.01 6.724400614 2
#> 591 2 -1 -1 1 0.44 0.954881264 2
#> 592 2 -1 1 0 0.82 -0.404443451 1
#> 593 2 -1 -1 1 0.55 4.806480137 2
#> 594 2 -1 1 0 0.22 0.155450743 1
#> 595 2 -1 1 0 4.23 4.967401888 2
#> 596 2 -1 -1 1 0.68 2.122767087 2
#> 597 2 -1 -1 1 1.33 7.368050014 2
#> 598 2 -1 -1 1 0.85 3.288126339 2
#> 599 2 -1 -1 1 0.73 5.254873356 2
#> 600 2 -1 1 0 0.93 1.771497448 2
#> 601 2 -1 -1 1 0.94 1.838227125 2
#> 602 2 -1 -1 1 1.13 1.831004682 2
#> 603 2 -1 -1 1 0.73 0.371382032 1
#> 604 2 -1 -1 1 0.94 0.407550675 1
#> 605 2 -1 -1 1 2.83 -1.420719412 1
#> 606 2 -1 1 0 0.36 2.191826825 2
#> 607 2 -1 -1 1 0.45 4.207625736 2
#> 608 2 -1 -1 1 1.50 2.542920715 2
#> 609 2 -1 -1 1 0.89 1.021409356 2
#> 610 2 -1 1 0 2.67 5.880876444 2
#> 611 2 -1 -1 1 0.45 3.371351008 2
#> 612 2 -1 -1 1 0.35 1.339712062 2
#> 613 2 -1 -1 1 0.30 4.762008952 2
#> 614 2 -1 -1 1 1.58 4.407889143 2
#> 615 2 -1 -1 1 2.29 6.677654483 2
#> 616 2 -1 -1 1 2.76 4.828070347 2
#> 617 2 -1 -1 1 0.55 4.705232502 2
#> 618 2 -1 -1 1 0.56 3.248506931 2
#> 619 2 -1 -1 1 0.36 6.057732074 2
#> 620 2 -1 -1 1 1.17 4.883828824 2
#> 621 2 -1 1 0 4.37 14.724319568 2
#> 622 2 -1 -1 1 1.41 -0.996509605 1
#> 623 2 -1 -1 1 1.32 9.260471046 2
#> 624 2 -1 -1 1 0.23 3.658149529 2
#> 625 2 -1 -1 1 1.11 -1.584282845 1
#> 626 2 -1 -1 1 0.83 5.648932005 2
#> 627 2 -1 1 0 0.36 7.376540750 2
#> 628 2 -1 -1 1 0.29 2.453780249 2
#> 629 2 -1 -1 1 0.57 3.663261539 2
#> 630 2 -1 1 0 1.39 1.231630126 2
#> 631 2 -1 -1 1 0.95 1.455171018 2
#> 632 2 -1 -1 1 0.54 2.376584950 2
#> 633 2 -1 -1 1 0.70 4.363635798 2
#> 634 2 -1 -1 1 0.45 2.050645692 2
#> 635 2 -1 -1 1 1.87 0.077386621 1
#> 636 2 -1 1 0 0.44 1.932191163 2
#> 637 2 -1 -1 1 0.86 3.093509633 2
#> 638 2 -1 -1 1 2.07 2.950140817 2
#> 639 2 -1 -1 1 0.78 7.284924763 2
#> 640 2 -1 -1 1 1.08 7.337373684 2
#> 641 2 -1 -1 1 0.70 1.202199455 2
#> 642 2 -1 -1 1 0.40 2.876360643 2
#> 643 2 -1 -1 1 3.88 3.606774515 2
#> 644 2 -1 -1 1 2.35 8.004023651 2
#> 645 2 -1 -1 1 1.06 2.112765416 2
#> 646 2 -1 -1 1 1.95 12.589967910 2
#> 647 2 -1 -1 1 0.46 6.848840859 2
#> 648 2 -1 -1 1 0.74 6.357761349 2
#> 649 2 -1 -1 1 1.03 4.763606931 2
#> 650 2 -1 -1 1 0.50 7.192810509 2
#> 651 2 -1 1 0 1.17 1.871114760 2
#> 652 2 -1 -1 1 1.12 1.450892409 2
#> 653 2 -1 -1 1 0.96 7.651935838 2
#> 654 2 -1 -1 1 0.61 6.204557045 2
#> 655 2 -1 1 0 0.52 0.054523888 1
#> 656 2 -1 -1 1 1.09 3.659763696 2
#> 657 2 -1 -1 1 0.31 2.089602846 2
#> 658 2 -1 -1 1 4.86 4.336237500 2
#> 659 2 -1 1 0 1.51 9.238179357 2
#> 660 2 -1 -1 1 1.09 2.912660003 2
#> 661 2 -1 -1 1 0.78 10.412101844 2
#> 662 2 -1 1 0 0.62 -1.062130767 1
#> 663 2 -1 -1 1 0.56 6.321856753 2
#> 664 2 -1 1 0 2.42 5.772984247 2
#> 665 2 -1 -1 1 0.94 1.394027317 2
#> 666 2 -1 -1 1 0.53 7.088513516 2
#> 667 2 -1 -1 1 1.59 0.809451674 2
#> 668 2 -1 1 0 0.75 4.150143258 2
#> 669 2 -1 1 0 1.57 15.214416019 2
#> 670 2 -1 -1 1 2.59 7.225284961 2
#> 671 2 -1 -1 1 0.62 -0.079410592 1
#> 672 2 -1 1 0 1.06 2.224685933 2
#> 673 2 -1 -1 1 0.41 1.101423555 2
#> 674 2 -1 -1 1 0.61 2.366989168 2
#> 675 2 -1 -1 1 1.13 7.351223784 2
#> 676 2 -1 -1 1 0.52 -0.099257575 1
#> 677 2 -1 -1 1 3.52 5.535048751 2
#> 678 2 -1 1 0 0.92 -0.318614652 1
#> 679 2 -1 -1 1 1.64 6.684042648 2
#> 680 2 -1 -1 1 0.92 6.812191267 2
#> 681 2 -1 -1 1 0.28 9.134468471 2
#> 682 2 -1 1 0 1.15 5.855882345 2
#> 683 2 -1 -1 1 0.59 2.469776304 2
#> 684 2 -1 -1 1 0.74 6.356929171 2
#> 685 2 -1 -1 1 1.30 4.717519295 2
#> 686 2 -1 -1 1 0.33 3.881214256 2
#> 687 2 -1 1 0 0.68 3.642194746 2
#> 688 2 -1 1 0 1.41 4.682247317 2
#> 689 2 -1 1 0 1.30 3.687319002 2
#> 690 2 -1 -1 1 0.69 5.236253799 2
#> 691 2 -1 1 0 0.75 1.387017697 2
#> 692 2 -1 -1 1 0.45 0.714476338 1
#> 693 2 -1 -1 1 1.54 5.473121321 2
#> 694 2 -1 -1 1 0.87 1.540224154 2
#> 695 2 -1 1 0 1.05 1.290354452 2
#> 696 2 -1 -1 1 0.52 0.449565235 1
#> 697 2 -1 -1 1 2.81 3.240943302 2
#> 698 2 -1 -1 1 0.64 5.818627348 2
#> 699 2 -1 -1 1 1.54 5.374498873 2
#> 700 2 -1 -1 1 2.57 3.226135371 2
#> 701 2 -1 -1 1 0.52 4.091805875 2
#> 702 2 -1 -1 1 1.78 4.810826975 2
#> 703 2 -1 -1 1 0.46 5.619321987 2
#> 704 2 -1 1 0 2.05 2.146841614 2
#> 705 2 -1 -1 1 1.01 -0.398233312 1
#> 706 2 -1 -1 1 0.95 3.018259663 2
#> 707 2 -1 -1 1 0.36 4.997997542 2
#> 708 2 -1 -1 1 0.88 3.894539099 2
#> 709 2 -1 1 0 0.35 1.609779450 2
#> 710 2 -1 -1 1 0.83 4.308518253 2
#> 711 2 -1 -1 1 0.33 2.440193501 2
#> 712 2 -1 -1 1 2.21 3.409032459 2
#> 713 2 -1 -1 1 0.57 2.228665579 2
#> 714 2 -1 -1 1 0.80 1.930029696 2
#> 715 2 -1 1 0 0.86 6.558896537 2
#> 716 2 -1 -1 1 0.51 1.652999603 2
#> 717 2 -1 -1 1 0.77 2.870757474 2
#> 718 2 -1 -1 1 0.50 3.381652328 2
#> 719 2 -1 -1 1 0.72 10.148204941 2
#> 720 2 -1 -1 1 1.71 -2.036497695 1
#> 721 2 -1 -1 1 1.28 0.574356151 1
#> 722 2 -1 -1 1 1.08 0.176955906 1
#> 723 2 -1 1 0 0.82 2.031310249 2
#> 724 2 -1 -1 1 0.35 -0.890589334 1
#> 725 2 -1 -1 1 0.27 7.060906377 2
#> 726 2 -1 -1 1 1.38 2.859630501 2
#> 727 2 -1 -1 1 1.38 7.873588422 2
#> 728 2 -1 -1 1 5.00 19.667829545 2
#> 729 2 -1 -1 1 1.12 4.526665108 2
#> 730 2 -1 -1 1 1.76 1.790917128 2
#> 731 2 -1 -1 1 1.83 6.664333221 2
#> 732 2 -1 -1 1 0.43 4.310511690 2
#> 733 2 -1 -1 1 2.04 8.489525417 2
#> 734 2 -1 -1 1 0.53 2.153728537 2
#> 735 2 -1 -1 1 1.14 6.751833938 2
#> 736 2 -1 1 0 0.61 2.124442855 2
#> 737 2 -1 -1 1 1.37 3.923052761 2
#> 738 2 -1 -1 1 2.03 5.324799503 2
#> 739 2 -1 1 0 3.15 3.913635156 2
#> 740 2 -1 -1 1 0.78 2.762609587 2
#> 741 2 -1 -1 1 0.42 4.034881591 2
#> 742 2 -1 -1 1 3.02 10.252050757 2
#> 743 2 -1 1 0 0.99 -1.354268511 1
#> 744 2 -1 -1 1 0.92 3.403596944 2
#> 745 2 -1 -1 1 0.80 6.550652133 2
#> 746 2 -1 -1 1 1.66 2.352390678 2
#> 747 2 -1 -1 1 0.94 7.857399306 2
#> 748 2 -1 -1 1 1.00 2.205151563 2
#> 749 2 -1 -1 1 0.47 7.949117128 2
#> 750 2 -1 -1 1 0.81 3.217110017 2
#> 751 2 -1 -1 1 1.03 5.629145540 2
#> 752 2 -1 -1 1 0.66 3.824887718 2
#> 753 2 -1 -1 1 0.44 3.538984043 2
#> 754 2 -1 1 0 1.81 -1.964917571 1
#> 755 2 -1 -1 1 1.23 7.445735061 2
#> 756 2 -1 -1 1 0.85 6.942851622 2
#> 757 2 -1 -1 1 2.11 -0.103651631 1
#> 758 2 -1 1 0 2.95 8.006543055 2
#> 759 2 -1 1 0 3.07 13.637546533 2
#> 760 2 -1 -1 1 1.26 1.722769393 2
#> 761 2 -1 1 0 1.28 5.625535316 2
#> 762 2 -1 -1 1 0.50 5.220776878 2
#> 763 2 -1 1 0 2.04 9.122536815 2
#> 764 2 -1 -1 1 1.73 5.159371449 2
#> 765 2 -1 -1 1 0.43 3.200018048 2
#> 766 2 -1 -1 1 0.65 6.642913083 2
#> 767 2 -1 1 0 0.36 4.774091920 2
#> 768 2 -1 -1 1 1.22 5.685980384 2
#> 769 2 -1 -1 1 1.12 8.749479917 2
#> 770 2 -1 -1 1 0.33 -0.198228633 1
#> 771 2 -1 -1 1 1.54 1.628996424 2
#> 772 2 -1 1 0 3.07 3.739871558 2
#> 773 2 -1 -1 1 0.43 7.343975791 2
#> 774 2 -1 1 0 0.33 4.117662685 2
#> 775 2 -1 -1 1 6.42 -4.418346170 1
#> 776 2 -1 -1 1 0.59 2.503141930 2
#> 777 2 -1 -1 1 1.02 2.048822780 2
#> 778 2 -1 1 0 0.35 0.400210479 1
#> 779 2 -1 -1 1 0.83 3.075381992 2
#> 780 2 -1 -1 1 0.71 8.671413724 2
#> 781 2 -1 -1 1 1.10 0.458901569 1
#> 782 2 -1 1 0 0.25 -2.924470086 1
#> 783 2 -1 -1 1 1.74 -2.228107306 1
#> 784 2 -1 -1 1 2.81 4.541901373 2
#> 785 2 -1 -1 1 0.65 5.865176422 2
#> 786 2 -1 -1 1 0.82 7.783588078 2
#> 787 2 -1 -1 1 1.06 2.649741966 2
#> 788 2 -1 -1 1 1.25 9.101790252 2
#> 789 2 -1 -1 1 1.08 4.027383369 2
#> 790 2 -1 -1 1 1.99 3.357330843 2
#> 791 2 -1 -1 1 1.02 5.993714729 2
#> 792 2 -1 -1 1 1.98 5.664998667 2
#> 793 2 -1 -1 1 1.80 8.190595813 2
#> 794 2 -1 -1 1 0.31 3.153382618 2
#> 795 2 -1 -1 1 0.70 6.919466090 2
#> 796 2 -1 1 0 2.47 9.438415791 2
#> 797 2 -1 1 0 0.91 0.283895900 1
#> 798 2 -1 -1 1 0.62 0.738776261 1
#> 799 2 -1 1 0 1.98 -1.868071908 1
#> 800 2 -1 -1 1 0.37 5.737905870 2
#> 801 1 1 1 1 0.70 1.471386474 2
#> 802 1 1 1 1 1.15 3.659336963 2
#> 803 1 1 1 1 0.71 1.662214217 2
#> 804 1 1 1 1 0.72 2.798100215 2
#> 805 1 1 -1 0 0.86 -1.505218569 1
#> 806 1 1 -1 0 1.70 0.581956448 1
#> 807 1 1 1 1 1.57 7.146954480 2
#> 808 1 1 1 1 0.74 1.111454714 2
#> 809 1 1 1 1 2.44 1.364681094 2
#> 810 1 1 -1 0 1.43 0.337326380 1
#> 811 1 1 1 1 0.64 1.387079057 2
#> 812 1 1 -1 0 0.48 1.176076020 2
#> 813 1 1 -1 0 4.16 3.678603547 2
#> 814 1 1 1 1 0.53 -1.607022448 1
#> 815 1 1 1 1 0.53 1.964836156 2
#> 816 1 1 1 1 0.68 2.085822116 2
#> 817 1 1 -1 0 1.90 4.340521267 2
#> 818 1 1 -1 0 1.92 1.505147074 2
#> 819 1 1 -1 0 9.97 -2.391459368 1
#> 820 1 1 1 1 1.55 0.537897916 1
#> 821 1 1 -1 0 5.07 0.556659850 1
#> 822 1 1 -1 0 0.75 -0.982204174 1
#> 823 1 1 -1 0 0.93 -2.480416233 1
#> 824 1 1 1 1 3.38 11.956297246 2
#> 825 1 1 -1 0 0.65 1.162072251 2
#> 826 1 1 -1 0 1.70 -1.026424854 1
#> 827 1 1 -1 0 1.65 -2.214944184 1
#> 828 1 1 -1 0 0.98 -0.390610274 1
#> 829 1 1 -1 0 2.23 4.201771979 2
#> 830 1 1 -1 0 3.65 0.504316275 1
#> 831 1 1 -1 0 1.07 3.968478357 2
#> 832 1 1 -1 0 2.19 5.021650878 2
#> 833 1 1 -1 0 0.61 -1.393127446 1
#> 834 1 1 -1 0 3.10 -2.510254935 1
#> 835 1 1 1 1 1.08 3.721906402 2
#> 836 1 1 1 1 2.45 1.953457131 2
#> 837 1 1 1 1 0.49 -0.785945828 1
#> 838 1 1 -1 0 0.78 3.432456028 2
#> 839 1 1 -1 0 1.41 -4.063691510 1
#> 840 1 1 1 1 0.38 2.567572256 2
#> 841 1 1 1 1 1.14 -0.619700673 1
#> 842 1 1 1 1 0.87 0.724198544 1
#> 843 1 1 1 1 0.28 -2.413348319 1
#> 844 1 1 1 1 1.01 2.246008636 2
#> 845 1 1 1 1 0.53 -2.982736102 1
#> 846 1 1 1 1 1.11 -5.071212159 1
#> 847 1 1 1 1 0.56 4.792068379 2
#> 848 1 1 1 1 2.37 3.761974947 2
#> 849 1 1 -1 0 1.76 -1.510604432 1
#> 850 1 1 1 1 0.60 -4.396366398 1
#> 851 1 1 1 1 1.95 0.479969335 1
#> 852 1 1 1 1 1.25 5.393546810 2
#> 853 1 1 1 1 1.95 2.227464455 2
#> 854 1 1 -1 0 0.64 -0.149702197 1
#> 855 1 1 1 1 2.77 3.865242735 2
#> 856 1 1 -1 0 1.33 -3.706405284 1
#> 857 1 1 1 1 0.93 -2.408960718 1
#> 858 1 1 1 1 1.57 -1.352087026 1
#> 859 1 1 1 1 0.38 -5.425639973 1
#> 860 1 1 1 1 0.95 -4.033779197 1
#> 861 1 1 1 1 1.15 4.339680761 2
#> 862 1 1 -1 0 1.11 0.857211174 2
#> 863 1 1 1 1 1.06 0.728828650 1
#> 864 1 1 1 1 3.72 0.117599056 1
#> 865 1 1 -1 0 2.48 3.273040916 2
#> 866 1 1 1 1 1.09 -2.933243448 1
#> 867 1 1 1 1 0.87 -0.891874047 1
#> 868 1 1 1 1 4.56 5.284504063 2
#> 869 1 1 1 1 6.84 12.503515316 2
#> 870 1 1 1 1 0.85 0.976514212 2
#> 871 1 1 1 1 0.22 -0.020723445 1
#> 872 1 1 1 1 2.42 8.173948655 2
#> 873 1 1 -1 0 0.60 -3.534326658 1
#> 874 1 1 -1 0 0.39 1.498537090 2
#> 875 1 1 1 1 2.22 -2.660199696 1
#> 876 1 1 -1 0 2.21 -0.155071384 1
#> 877 1 1 -1 0 0.39 -0.862941356 1
#> 878 1 1 1 1 1.67 1.124334572 2
#> 879 1 1 1 1 2.57 -0.459239374 1
#> 880 1 1 -1 0 2.52 -1.549589246 1
#> 881 1 1 1 1 0.72 -1.627750588 1
#> 882 1 1 1 1 3.65 0.002600801 1
#> 883 1 1 1 1 0.84 4.649949148 2
#> 884 1 1 -1 0 1.13 1.541787112 2
#> 885 1 1 -1 0 4.15 1.384836667 2
#> 886 1 1 1 1 0.78 -0.806845468 1
#> 887 1 1 -1 0 1.21 -1.369668664 1
#> 888 1 1 -1 0 0.77 -0.674079217 1
#> 889 1 1 -1 0 0.42 -2.510747908 1
#> 890 1 1 1 1 1.60 0.025310479 1
#> 891 1 1 -1 0 2.78 -5.505334579 1
#> 892 1 1 1 1 0.90 -3.395201258 1
#> 893 1 1 -1 0 0.76 5.958440550 2
#> 894 1 1 1 1 1.02 1.735731653 2
#> 895 1 1 1 1 1.69 0.436926415 1
#> 896 1 1 1 1 1.04 1.971726652 2
#> 897 1 1 1 1 5.42 -4.846806016 1
#> 898 1 1 1 1 0.25 2.007980350 2
#> 899 1 1 -1 0 0.94 2.784018660 2
#> 900 1 1 -1 0 0.68 0.624432339 1
#> 901 1 1 -1 0 1.80 1.419328829 2
#> 902 1 1 1 1 1.15 4.768662915 2
#> 903 1 1 1 1 1.08 -4.807217606 1
#> 904 1 1 1 1 0.85 -3.224596629 1
#> 905 1 1 -1 0 0.32 2.337724141 2
#> 906 1 1 -1 0 0.63 -0.509354554 1
#> 907 1 1 -1 0 0.36 -0.423578936 1
#> 908 1 1 -1 0 0.49 2.827807493 2
#> 909 1 1 -1 0 0.83 -4.553989404 1
#> 910 1 1 1 1 0.60 4.178986519 2
#> 911 1 1 -1 0 0.22 -0.018942952 1
#> 912 1 1 -1 0 0.33 3.360522364 2
#> 913 1 1 1 1 0.86 -4.741662210 1
#> 914 1 1 1 1 3.30 1.591198360 2
#> 915 1 1 -1 0 0.59 2.424339779 2
#> 916 1 1 -1 0 1.07 -0.602594552 1
#> 917 1 1 1 1 0.42 0.741279977 1
#> 918 1 1 1 1 0.93 2.240841280 2
#> 919 1 1 1 1 0.72 7.194661883 2
#> 920 1 1 -1 0 0.89 5.972625847 2
#> 921 1 1 -1 0 0.63 -1.222526088 1
#> 922 1 1 -1 0 3.22 -0.909878773 1
#> 923 1 1 -1 0 1.32 3.459179323 2
#> 924 1 1 1 1 2.72 2.752220192 2
#> 925 1 1 1 1 1.05 6.461095472 2
#> 926 1 1 1 1 3.60 3.673886677 2
#> 927 1 1 1 1 1.28 2.407685596 2
#> 928 1 1 -1 0 1.53 -2.655492953 1
#> 929 1 1 1 1 1.85 -3.326233275 1
#> 930 1 1 1 1 1.29 -3.187345345 1
#> 931 1 1 -1 0 0.42 0.701831458 1
#> 932 1 1 -1 0 0.61 -3.043212944 1
#> 933 1 1 1 1 4.25 8.768029645 2
#> 934 1 1 1 1 2.69 -6.780049231 1
#> 935 1 1 1 1 0.29 3.000527669 2
#> 936 1 1 -1 0 3.05 -0.004914332 1
#> 937 1 1 1 1 1.53 1.926135190 2
#> 938 1 1 1 1 0.19 2.938400672 2
#> 939 1 1 1 1 1.56 -0.942061116 1
#> 940 1 1 1 1 0.51 3.081817184 2
#> 941 1 1 -1 0 0.81 3.548218471 2
#> 942 1 1 1 1 3.02 2.771411957 2
#> 943 1 1 1 1 1.84 -3.434498332 1
#> 944 1 1 1 1 0.67 -3.509729293 1
#> 945 1 1 1 1 0.98 3.140467656 2
#> 946 1 1 1 1 1.35 2.111638204 2
#> 947 1 1 -1 0 1.12 2.881759464 2
#> 948 1 1 -1 0 1.97 -1.629282791 1
#> 949 1 1 -1 0 0.34 -1.259847527 1
#> 950 1 1 1 1 0.61 2.224500307 2
#> 951 1 1 -1 0 0.65 -0.878488873 1
#> 952 1 1 1 1 2.09 -2.904164296 1
#> 953 1 1 -1 0 1.86 -3.427663761 1
#> 954 1 1 1 1 0.44 -0.318780257 1
#> 955 1 1 1 1 2.58 3.392307743 2
#> 956 1 1 1 1 3.01 2.159928287 2
#> 957 1 1 1 1 0.28 -0.337428377 1
#> 958 1 1 1 1 1.94 -2.464615373 1
#> 959 1 1 -1 0 1.35 1.216523962 2
#> 960 1 1 -1 0 1.14 -4.333999162 1
#> 961 1 1 -1 0 3.70 2.432817545 2
#> 962 1 1 1 1 0.66 3.475296796 2
#> 963 1 1 -1 0 0.74 0.324929519 1
#> 964 1 1 -1 0 0.41 0.099335609 1
#> 965 1 1 1 1 0.66 -2.452810556 1
#> 966 1 1 1 1 0.43 0.512003783 1
#> 967 1 1 1 1 0.70 -0.100567323 1
#> 968 1 1 1 1 0.95 -4.327705328 1
#> 969 1 1 1 1 0.82 -1.713266059 1
#> 970 1 1 1 1 2.29 4.487900710 2
#> 971 1 1 -1 0 1.20 5.070757992 2
#> 972 1 1 -1 0 2.26 -3.589584857 1
#> 973 1 1 1 1 3.63 -6.095682304 1
#> 974 1 1 1 1 4.61 0.088641342 1
#> 975 1 1 1 1 0.71 0.455826085 1
#> 976 1 1 1 1 1.51 4.054758102 2
#> 977 1 1 1 1 3.10 -1.474178359 1
#> 978 1 1 1 1 1.04 -2.364222417 1
#> 979 1 1 1 1 2.96 0.615665538 1
#> 980 1 1 1 1 0.99 2.041101768 2
#> 981 1 1 -1 0 3.03 4.995981340 2
#> 982 1 1 1 1 1.01 3.962547269 2
#> 983 1 1 1 1 1.47 -0.114120416 1
#> 984 1 1 1 1 0.50 -6.022500109 1
#> 985 1 1 -1 0 1.40 4.282418376 2
#> 986 1 1 -1 0 0.22 2.743040561 2
#> 987 1 1 1 1 0.33 1.314913927 2
#> 988 1 1 -1 0 3.21 1.789483571 2
#> 989 1 1 -1 0 1.85 -4.262846780 1
#> 990 1 1 -1 0 1.51 2.089290837 2
#> 991 1 1 1 1 0.66 0.238302761 1
#> 992 1 1 1 1 0.54 4.714870160 2
#> 993 1 1 1 1 0.95 -2.405595946 1
#> 994 1 1 -1 0 6.90 13.318621991 2
#> 995 1 1 1 1 0.80 1.818785750 2
#> 996 1 1 -1 0 1.23 -5.539414440 1
#> 997 1 1 1 1 1.62 -5.861877053 1
#> 998 1 1 1 1 0.65 0.237499803 1
#> 999 1 1 1 1 0.32 -3.051185900 1
#> 1000 1 1 1 1 3.63 -5.841377442 1
#> 1001 1 1 1 1 0.90 -0.522118687 1
#> 1002 1 1 -1 0 1.55 3.912820572 2
#> 1003 1 1 1 1 0.91 2.554708448 2
#> 1004 1 1 -1 0 3.22 3.553547997 2
#> 1005 1 1 1 1 0.44 1.111127448 2
#> 1006 1 1 1 1 1.79 5.550205138 2
#> 1007 1 1 1 1 0.70 -1.357548657 1
#> 1008 1 1 1 1 1.22 2.128422194 2
#> 1009 1 1 -1 0 0.52 3.922596526 2
#> 1010 1 1 -1 0 1.89 2.729407630 2
#> 1011 1 1 -1 0 2.67 3.282360053 2
#> 1012 1 1 -1 0 1.80 -1.544022891 1
#> 1013 1 1 1 1 0.33 2.670589478 2
#> 1014 1 1 -1 0 4.30 -8.798583378 1
#> 1015 1 1 1 1 1.75 -1.863975463 1
#> 1016 1 1 1 1 1.67 1.108995000 2
#> 1017 1 1 1 1 0.75 -2.222862757 1
#> 1018 1 1 -1 0 1.08 2.651152323 2
#> 1019 1 1 -1 0 1.89 3.174137787 2
#> 1020 1 1 -1 0 0.99 5.672739459 2
#> 1021 1 1 1 1 7.61 -10.486887235 1
#> 1022 1 1 -1 0 0.30 0.286625734 1
#> 1023 1 1 1 1 0.29 3.133499436 2
#> 1024 1 1 -1 0 3.57 3.946416358 2
#> 1025 1 1 1 1 3.39 2.465876723 2
#> 1026 1 1 1 1 2.23 4.627359442 2
#> 1027 1 1 1 1 1.34 -3.383621917 1
#> 1028 1 1 1 1 0.37 3.474556798 2
#> 1029 1 1 1 1 0.84 -1.553258005 1
#> 1030 1 1 -1 0 0.57 -2.091617396 1
#> 1031 1 1 1 1 1.28 -3.275577993 1
#> 1032 1 1 1 1 1.51 -3.426818785 1
#> 1033 1 1 1 1 0.63 1.164878762 2
#> 1034 1 1 1 1 1.25 4.794149814 2
#> 1035 1 1 1 1 0.80 0.087352336 1
#> 1036 1 1 1 1 1.95 2.601748462 2
#> 1037 1 1 1 1 3.79 -2.093913665 1
#> 1038 1 1 1 1 0.60 -4.523091419 1
#> 1039 1 1 -1 0 3.83 -2.904875219 1
#> 1040 1 1 1 1 2.04 6.824818426 2
#> 1041 1 1 -1 0 1.06 -1.267296333 1
#> 1042 1 1 1 1 8.10 0.200934844 1
#> 1043 1 1 -1 0 0.44 0.456623111 1
#> 1044 1 1 -1 0 6.50 4.399164429 2
#> 1045 1 1 -1 0 1.37 -1.930567587 1
#> 1046 1 1 1 1 1.52 -6.618258210 1
#> 1047 1 1 1 1 0.65 -2.578492352 1
#> 1048 1 1 -1 0 2.50 -3.728762458 1
#> 1049 1 1 1 1 1.37 -1.124633057 1
#> 1050 1 1 1 1 0.64 -1.217870916 1
#> 1051 1 1 -1 0 3.11 2.875221781 2
#> 1052 1 1 1 1 0.30 -3.105748529 1
#> 1053 1 1 1 1 0.94 2.456717826 2
#> 1054 1 1 1 1 1.53 3.375676668 2
#> 1055 1 1 -1 0 0.72 3.756587461 2
#> 1056 1 1 1 1 1.27 -4.343745451 1
#> 1057 1 1 1 1 0.91 1.837331038 2
#> 1058 1 1 1 1 0.77 1.069434408 2
#> 1059 1 1 -1 0 3.56 -1.601601161 1
#> 1060 1 1 -1 0 1.09 -0.272273443 1
#> 1061 1 1 1 1 1.68 -3.416991436 1
#> 1062 1 1 1 1 0.74 3.621625905 2
#> 1063 1 1 1 1 1.84 2.847490155 2
#> 1064 1 1 -1 0 6.68 -4.982174894 1
#> 1065 1 1 1 1 3.42 4.893250740 2
#> 1066 1 1 1 1 0.82 -3.052125175 1
#> 1067 1 1 1 1 0.94 0.112924653 1
#> 1068 1 1 1 1 0.53 -2.371497295 1
#> 1069 1 1 1 1 1.62 -0.471421251 1
#> 1070 1 1 1 1 0.54 -2.350541998 1
#> 1071 1 1 1 1 0.89 0.131534356 1
#> 1072 1 1 1 1 0.76 5.497913333 2
#> 1073 1 1 1 1 0.34 0.122864894 1
#> 1074 1 1 1 1 0.47 -2.196598227 1
#> 1075 1 1 -1 0 1.20 3.808791766 2
#> 1076 1 1 -1 0 1.68 -5.643804750 1
#> 1077 1 1 -1 0 2.12 -1.487625331 1
#> 1078 1 1 -1 0 1.05 -1.322221870 1
#> 1079 1 1 1 1 0.21 -3.198670244 1
#> 1080 1 1 1 1 0.73 1.210891734 2
#> 1081 1 1 -1 0 1.01 1.674194174 2
#> 1082 1 1 -1 0 0.94 1.136087451 2
#> 1083 1 1 1 1 2.19 -3.452260185 1
#> 1084 1 1 1 1 1.05 -3.199939104 1
#> 1085 1 1 1 1 1.00 -4.180918827 1
#> 1086 1 1 1 1 1.87 -2.446246448 1
#> 1087 1 1 1 1 2.21 -2.736629065 1
#> 1088 1 1 -1 0 0.68 -2.120580878 1
#> 1089 1 1 1 1 1.12 2.550473756 2
#> 1090 1 1 -1 0 0.93 3.702912706 2
#> 1091 1 1 -1 0 1.60 0.308282255 1
#> 1092 1 1 -1 0 1.02 0.675637539 1
#> 1093 1 1 1 1 1.22 1.557013372 2
#> 1094 1 1 -1 0 3.79 -1.398966627 1
#> 1095 1 1 1 1 2.50 0.784913200 1
#> 1096 1 1 -1 0 1.17 3.301463006 2
#> 1097 1 1 -1 0 1.12 -1.666360877 1
#> 1098 1 1 1 1 0.54 0.869323330 2
#> 1099 1 1 -1 0 0.67 2.242007174 2
#> 1100 1 1 1 1 0.55 3.365983171 2
#> 1101 1 1 1 1 4.25 6.961819754 2
#> 1102 1 1 -1 0 2.71 0.212692932 1
#> 1103 1 1 -1 0 4.13 -1.767610343 1
#> 1104 1 1 -1 0 2.15 2.410645945 2
#> 1105 1 1 -1 0 0.49 -2.318893621 1
#> 1106 1 1 -1 0 6.04 5.422448727 2
#> 1107 1 1 -1 0 0.96 1.924743557 2
#> 1108 1 1 -1 0 1.57 -6.871713603 1
#> 1109 1 1 1 1 4.36 -3.663609681 1
#> 1110 1 1 1 1 0.53 -3.211770709 1
#> 1111 1 1 -1 0 1.16 0.798742337 1
#> 1112 1 1 1 1 1.08 -7.552404952 1
#> 1113 1 1 1 1 0.38 -2.102351146 1
#> 1114 1 1 1 1 1.78 5.868300708 2
#> 1115 1 1 -1 0 2.08 0.399173136 1
#> 1116 1 1 -1 0 2.71 0.831173560 2
#> 1117 1 1 1 1 0.98 -0.050558558 1
#> 1118 1 1 1 1 0.94 2.856375808 2
#> 1119 1 1 1 1 1.14 -2.557396128 1
#> 1120 1 1 -1 0 0.86 0.458706427 1
#> 1121 1 1 1 1 0.56 -3.744088266 1
#> 1122 1 1 1 1 1.45 -3.427571549 1
#> 1123 1 1 1 1 0.42 -1.192762030 1
#> 1124 1 1 1 1 0.40 -2.611456124 1
#> 1125 1 1 -1 0 2.27 -6.789210038 1
#> 1126 1 1 1 1 0.28 1.422489429 2
#> 1127 1 1 -1 0 0.54 -0.295177583 1
#> 1128 1 1 -1 0 0.84 -1.644131871 1
#> 1129 1 1 1 1 0.94 -1.683474526 1
#> 1130 1 1 1 1 5.32 5.538215020 2
#> 1131 1 1 1 1 0.91 -4.075914891 1
#> 1132 1 1 -1 0 1.90 1.180224160 2
#> 1133 1 1 -1 0 0.79 -3.203613515 1
#> 1134 1 1 1 1 3.72 3.013848031 2
#> 1135 1 1 -1 0 1.12 1.912092409 2
#> 1136 1 1 -1 0 0.57 -4.138888524 1
#> 1137 1 1 1 1 0.34 2.029824725 2
#> 1138 1 1 1 1 0.46 -0.304268973 1
#> 1139 1 1 -1 0 1.79 -0.012487247 1
#> 1140 1 1 1 1 2.44 3.826313203 2
#> 1141 1 1 1 1 0.62 0.283821016 1
#> 1142 1 1 -1 0 0.63 1.071998982 2
#> 1143 1 1 -1 0 1.92 5.036044606 2
#> 1144 1 1 1 1 3.51 0.645594135 1
#> 1145 1 1 -1 0 0.67 -3.602730164 1
#> 1146 1 1 1 1 1.52 -1.557117210 1
#> 1147 1 1 1 1 1.61 -3.113280267 1
#> 1148 1 1 -1 0 0.35 0.925005767 2
#> 1149 1 1 -1 0 1.81 0.620737078 1
#> 1150 1 1 1 1 0.71 0.627623500 1
#> 1151 1 1 1 1 2.23 -2.619908019 1
#> 1152 1 1 -1 0 3.44 -3.456814540 1
#> 1153 1 1 -1 0 2.12 1.775577332 2
#> 1154 1 1 1 1 1.19 2.513135184 2
#> 1155 1 1 -1 0 3.80 -2.029955240 1
#> 1156 1 1 -1 0 0.46 3.000486277 2
#> 1157 1 1 1 1 0.81 1.895250368 2
#> 1158 1 1 -1 0 2.61 -8.418385436 1
#> 1159 1 1 1 1 0.93 -0.593954092 1
#> 1160 1 1 -1 0 0.62 3.540702243 2
#> 1161 1 1 1 1 0.50 -0.704433327 1
#> 1162 1 1 1 1 0.81 0.377752978 1
#> 1163 1 1 -1 0 1.74 4.367720886 2
#> 1164 1 1 1 1 2.67 -2.184586205 1
#> 1165 1 1 1 1 6.84 -2.435462822 1
#> 1166 1 1 1 1 0.59 3.758808672 2
#> 1167 1 1 -1 0 1.51 1.335980837 2
#> 1168 1 1 1 1 5.06 3.571192736 2
#> 1169 1 1 1 1 0.54 -3.291602515 1
#> 1170 1 1 -1 0 1.02 0.874066405 2
#> 1171 1 1 1 1 0.95 1.487178576 2
#> 1172 1 1 -1 0 1.38 2.729720820 2
#> 1173 1 1 1 1 0.81 6.347192022 2
#> 1174 1 1 1 1 3.14 -3.150847079 1
#> 1175 1 1 -1 0 1.61 2.154896050 2
#> 1176 1 1 1 1 0.38 -3.081032767 1
#> 1177 1 1 -1 0 2.44 3.568152286 2
#> 1178 1 1 -1 0 0.49 4.164610364 2
#> 1179 1 1 -1 0 1.60 4.335533118 2
#> 1180 1 1 1 1 1.21 0.489289197 1
#> 1181 1 1 1 1 0.48 -2.132508514 1
#> 1182 1 1 1 1 0.38 0.749088692 1
#> 1183 1 1 1 1 0.50 1.572112649 2
#> 1184 1 1 -1 0 0.99 -3.074608150 1
#> 1185 1 1 -1 0 0.98 -1.694011235 1
#> 1186 1 1 -1 0 1.04 -0.902431917 1
#> 1187 1 1 -1 0 1.36 2.276407762 2
#> 1188 1 1 1 1 0.54 2.057943478 2
#> 1189 1 1 -1 0 1.58 -5.220151964 1
#> 1190 1 1 -1 0 1.32 1.589846408 2
#> 1191 1 1 -1 0 1.46 3.999430140 2
#> 1192 1 1 -1 0 4.49 4.448122663 2
#> 1193 1 1 -1 0 2.50 -2.774112413 1
#> 1194 1 1 1 1 0.93 4.479629681 2
#> 1195 1 1 -1 0 0.95 -1.003546111 1
#> 1196 1 1 -1 0 1.32 4.235371533 2
#> 1197 1 1 1 1 1.38 -3.128821757 1
#> 1198 1 1 -1 0 1.08 0.609659063 1
#> 1199 1 1 -1 0 0.69 -1.479064012 1
#> 1200 1 1 -1 0 0.71 1.153314272 2
#> 1201 2 1 1 1 0.47 4.891255437 2
#> 1202 2 1 1 1 1.08 9.646120983 2
#> 1203 2 1 1 1 2.19 9.305987635 2
#> 1204 2 1 1 1 4.02 4.371869181 2
#> 1205 2 1 1 1 0.26 0.443986971 1
#> 1206 2 1 1 1 0.67 -0.333175755 1
#> 1207 2 1 -1 0 0.78 5.843127618 2
#> 1208 2 1 1 1 3.62 8.159363268 2
#> 1209 2 1 1 1 0.64 2.275430767 2
#> 1210 2 1 1 1 0.24 5.711348466 2
#> 1211 2 1 1 1 0.86 1.491644330 2
#> 1212 2 1 1 1 3.18 5.189058517 2
#> 1213 2 1 1 1 1.38 8.857399066 2
#> 1214 2 1 1 1 1.66 7.341268060 2
#> 1215 2 1 1 1 0.41 6.180311465 2
#> 1216 2 1 1 1 1.11 8.921907779 2
#> 1217 2 1 1 1 0.94 -0.285293496 1
#> 1218 2 1 -1 0 0.89 3.578712654 2
#> 1219 2 1 1 1 1.33 4.108668918 2
#> 1220 2 1 1 1 8.40 5.604581629 2
#> 1221 2 1 1 1 1.73 6.000902106 2
#> 1222 2 1 1 1 0.30 2.775250334 2
#> 1223 2 1 1 1 1.13 4.899102989 2
#> 1224 2 1 1 1 1.42 4.562210439 2
#> 1225 2 1 1 1 1.35 4.473527664 2
#> 1226 2 1 1 1 0.90 -0.393628044 1
#> 1227 2 1 1 1 1.34 2.315914325 2
#> 1228 2 1 1 1 3.12 7.977908761 2
#> 1229 2 1 1 1 1.38 8.213132898 2
#> 1230 2 1 1 1 0.30 3.527534820 2
#> 1231 2 1 -1 0 1.13 -1.988336754 1
#> 1232 2 1 1 1 1.10 1.189173367 2
#> 1233 2 1 1 1 1.80 3.155275526 2
#> 1234 2 1 1 1 0.25 3.834009051 2
#> 1235 2 1 1 1 0.23 7.703375647 2
#> 1236 2 1 1 1 1.60 -2.685378122 1
#> 1237 2 1 1 1 0.52 2.877146218 2
#> 1238 2 1 1 1 0.35 4.147266417 2
#> 1239 2 1 1 1 2.09 5.627345921 2
#> 1240 2 1 -1 0 0.78 0.685304835 1
#> 1241 2 1 1 1 0.68 -1.246802654 1
#> 1242 2 1 -1 0 1.65 2.769679960 2
#> 1243 2 1 1 1 0.92 2.143041866 2
#> 1244 2 1 1 1 1.02 4.398695011 2
#> 1245 2 1 1 1 1.42 7.467213967 2
#> 1246 2 1 1 1 0.48 6.891433707 2
#> 1247 2 1 1 1 0.81 4.239872139 2
#> 1248 2 1 1 1 2.08 5.848578728 2
#> 1249 2 1 1 1 0.67 4.583023576 2
#> 1250 2 1 1 1 0.79 4.105473964 2
#> 1251 2 1 1 1 0.91 4.728989843 2
#> 1252 2 1 1 1 2.01 4.306806577 2
#> 1253 2 1 1 1 0.70 0.505901336 1
#> 1254 2 1 1 1 0.93 7.776879195 2
#> 1255 2 1 1 1 1.32 2.279668909 2
#> 1256 2 1 1 1 0.62 2.681901141 2
#> 1257 2 1 -1 0 1.90 4.362149134 2
#> 1258 2 1 1 1 1.03 3.378065983 2
#> 1259 2 1 1 1 2.05 -1.023584073 1
#> 1260 2 1 1 1 0.63 4.844071974 2
#> 1261 2 1 1 1 0.69 3.383623098 2
#> 1262 2 1 1 1 0.26 3.556458660 2
#> 1263 2 1 1 1 0.72 4.452293389 2
#> 1264 2 1 1 1 0.31 7.904278752 2
#> 1265 2 1 1 1 1.86 4.099182043 2
#> 1266 2 1 1 1 0.82 5.537341191 2
#> 1267 2 1 1 1 0.80 5.199094660 2
#> 1268 2 1 -1 0 1.70 -7.013410125 1
#> 1269 2 1 -1 0 3.68 5.906770337 2
#> 1270 2 1 1 1 0.61 2.860474699 2
#> 1271 2 1 1 1 0.33 3.232755758 2
#> 1272 2 1 1 1 1.50 7.517501567 2
#> 1273 2 1 1 1 1.39 4.888755469 2
#> 1274 2 1 1 1 0.55 2.376803398 2
#> 1275 2 1 1 1 2.59 5.122050096 2
#> 1276 2 1 1 1 2.22 6.644229014 2
#> 1277 2 1 1 1 0.66 0.775208228 1
#> 1278 2 1 1 1 0.86 2.171497177 2
#> 1279 2 1 1 1 0.66 1.836142371 2
#> 1280 2 1 1 1 2.05 3.100964120 2
#> 1281 2 1 1 1 0.25 4.264439695 2
#> 1282 2 1 1 1 0.50 4.223530279 2
#> 1283 2 1 1 1 0.49 1.677898794 2
#> 1284 2 1 -1 0 0.50 3.353287364 2
#> 1285 2 1 1 1 2.41 5.046209641 2
#> 1286 2 1 1 1 0.96 3.460894139 2
#> 1287 2 1 -1 0 1.81 1.338398919 2
#> 1288 2 1 1 1 1.68 3.492516758 2
#> 1289 2 1 1 1 0.61 -1.691272102 1
#> 1290 2 1 -1 0 4.37 0.884286996 2
#> 1291 2 1 1 1 3.13 5.960652162 2
#> 1292 2 1 1 1 2.18 1.192819973 2
#> 1293 2 1 1 1 0.59 6.891844623 2
#> 1294 2 1 1 1 1.39 5.027744217 2
#> 1295 2 1 1 1 0.80 5.210557939 2
#> 1296 2 1 1 1 0.75 3.950928604 2
#> 1297 2 1 1 1 1.36 7.000545004 2
#> 1298 2 1 1 1 0.75 6.234441328 2
#> 1299 2 1 1 1 0.33 6.541887366 2
#> 1300 2 1 1 1 1.14 6.643412800 2
#> 1301 2 1 1 1 0.75 -0.300577414 1
#> 1302 2 1 1 1 1.20 5.613465148 2
#> 1303 2 1 -1 0 0.64 1.780571992 2
#> 1304 2 1 1 1 1.11 3.181646727 2
#> 1305 2 1 1 1 1.46 1.251967501 2
#> 1306 2 1 1 1 0.90 2.302908520 2
#> 1307 2 1 1 1 0.40 3.668078188 2
#> 1308 2 1 1 1 0.55 1.938697426 2
#> 1309 2 1 1 1 2.32 -0.406102309 1
#> 1310 2 1 1 1 1.21 1.941095225 2
#> 1311 2 1 1 1 0.49 0.207671225 1
#> 1312 2 1 1 1 0.28 5.107371238 2
#> 1313 2 1 1 1 3.49 7.016477119 2
#> 1314 2 1 1 1 0.57 3.864881851 2
#> 1315 2 1 1 1 1.01 2.846911075 2
#> 1316 2 1 -1 0 1.08 2.458298841 2
#> 1317 2 1 -1 0 0.54 3.708010075 2
#> 1318 2 1 1 1 3.49 5.514284390 2
#> 1319 2 1 1 1 1.54 4.854417397 2
#> 1320 2 1 1 1 1.16 4.704228208 2
#> 1321 2 1 1 1 1.87 4.807510580 2
#> 1322 2 1 1 1 0.57 3.718667737 2
#> 1323 2 1 1 1 0.61 4.927913484 2
#> 1324 2 1 1 1 0.53 5.278232870 2
#> 1325 2 1 -1 0 1.92 4.421637429 2
#> 1326 2 1 -1 0 0.93 6.995119318 2
#> 1327 2 1 1 1 0.79 7.805996693 2
#> 1328 2 1 -1 0 0.44 -0.197563198 1
#> 1329 2 1 1 1 0.31 8.599145002 2
#> 1330 2 1 -1 0 0.64 3.168053270 2
#> 1331 2 1 1 1 0.78 6.248745135 2
#> 1332 2 1 1 1 1.38 0.351914428 1
#> 1333 2 1 1 1 1.17 5.426672264 2
#> 1334 2 1 1 1 0.47 1.508029681 2
#> 1335 2 1 1 1 0.85 3.460256358 2
#> 1336 2 1 1 1 0.22 -3.211835912 1
#> 1337 2 1 1 1 0.30 6.180435318 2
#> 1338 2 1 1 1 0.81 9.880432878 2
#> 1339 2 1 1 1 0.85 8.703590308 2
#> 1340 2 1 1 1 3.38 2.873944947 2
#> 1341 2 1 -1 0 1.65 5.466735240 2
#> 1342 2 1 1 1 0.42 6.215253173 2
#> 1343 2 1 1 1 0.61 4.262500829 2
#> 1344 2 1 1 1 0.63 4.346887785 2
#> 1345 2 1 1 1 0.45 -0.674737638 1
#> 1346 2 1 1 1 0.81 4.077028961 2
#> 1347 2 1 1 1 1.21 5.688161397 2
#> 1348 2 1 1 1 1.28 3.223599152 2
#> 1349 2 1 1 1 0.79 5.229608117 2
#> 1350 2 1 1 1 6.14 21.217472563 2
#> 1351 2 1 1 1 1.03 -1.451600812 1
#> 1352 2 1 1 1 1.95 1.583290753 2
#> 1353 2 1 -1 0 0.54 3.156561416 2
#> 1354 2 1 1 1 1.43 4.584688287 2
#> 1355 2 1 1 1 0.86 4.934207614 2
#> 1356 2 1 1 1 0.36 2.015595856 2
#> 1357 2 1 -1 0 2.40 2.068373283 2
#> 1358 2 1 1 1 3.87 9.608076793 2
#> 1359 2 1 1 1 0.60 2.189667390 2
#> 1360 2 1 1 1 0.50 5.965212354 2
#> 1361 2 1 1 1 1.48 5.876352574 2
#> 1362 2 1 -1 0 0.73 4.748021721 2
#> 1363 2 1 1 1 1.04 3.934353155 2
#> 1364 2 1 1 1 0.98 5.520557839 2
#> 1365 2 1 1 1 1.33 4.625562732 2
#> 1366 2 1 1 1 0.79 0.857527346 2
#> 1367 2 1 1 1 0.65 -0.173664344 1
#> 1368 2 1 1 1 1.28 3.377663914 2
#> 1369 2 1 1 1 0.57 2.750046020 2
#> 1370 2 1 -1 0 0.61 3.887559481 2
#> 1371 2 1 1 1 1.82 5.029257016 2
#> 1372 2 1 -1 0 1.06 6.014024317 2
#> 1373 2 1 -1 0 1.35 7.611182333 2
#> 1374 2 1 1 1 0.54 3.117517623 2
#> 1375 2 1 1 1 2.62 7.780873444 2
#> 1376 2 1 1 1 0.47 5.916766973 2
#> 1377 2 1 1 1 1.44 4.360121768 2
#> 1378 2 1 1 1 1.23 3.152373306 2
#> 1379 2 1 1 1 0.54 1.023417461 2
#> 1380 2 1 1 1 3.50 7.992788600 2
#> 1381 2 1 1 1 0.72 7.706552937 2
#> 1382 2 1 1 1 2.05 7.222891098 2
#> 1383 2 1 1 1 0.36 5.471516352 2
#> 1384 2 1 1 1 0.49 3.369469113 2
#> 1385 2 1 1 1 0.22 4.711757559 2
#> 1386 2 1 1 1 0.37 8.465829408 2
#> 1387 2 1 1 1 0.44 1.692556404 2
#> 1388 2 1 -1 0 1.62 4.433945887 2
#> 1389 2 1 -1 0 1.24 5.928632947 2
#> 1390 2 1 1 1 1.71 2.694963765 2
#> 1391 2 1 -1 0 1.72 3.833793426 2
#> 1392 2 1 1 1 1.12 5.883000148 2
#> 1393 2 1 1 1 0.82 3.527548049 2
#> 1394 2 1 1 1 0.98 2.034955861 2
#> 1395 2 1 -1 0 1.02 5.593794517 2
#> 1396 2 1 1 1 0.23 2.003335555 2
#> 1397 2 1 1 1 0.90 0.281127583 1
#> 1398 2 1 1 1 0.32 2.104613888 2
#> 1399 2 1 1 1 1.94 5.488332797 2
#> 1400 2 1 1 1 1.25 2.838313903 2
#> 1401 2 1 1 1 0.33 0.382965416 1
#> 1402 2 1 1 1 1.87 6.214147740 2
#> 1403 2 1 1 1 0.96 6.657861758 2
#> 1404 2 1 1 1 1.59 4.660872949 2
#> 1405 2 1 -1 0 1.29 5.524013271 2
#> 1406 2 1 1 1 0.69 7.364279470 2
#> 1407 2 1 1 1 0.99 4.289375428 2
#> 1408 2 1 1 1 1.14 7.524160852 2
#> 1409 2 1 1 1 2.76 4.161038569 2
#> 1410 2 1 1 1 0.86 6.537246302 2
#> 1411 2 1 1 1 0.48 0.063570433 1
#> 1412 2 1 1 1 6.79 20.376535529 2
#> 1413 2 1 1 1 0.72 4.014578220 2
#> 1414 2 1 1 1 1.12 6.327226293 2
#> 1415 2 1 1 1 1.05 7.160536940 2
#> 1416 2 1 1 1 0.66 2.560173341 2
#> 1417 2 1 1 1 1.06 5.835175630 2
#> 1418 2 1 1 1 0.88 -3.261573727 1
#> 1419 2 1 -1 0 0.46 -0.301407960 1
#> 1420 2 1 1 1 3.39 4.052942942 2
#> 1421 2 1 1 1 0.42 7.595177371 2
#> 1422 2 1 1 1 0.31 1.871915988 2
#> 1423 2 1 1 1 1.16 7.025600521 2
#> 1424 2 1 1 1 0.36 7.985391828 2
#> 1425 2 1 -1 0 1.74 4.836619841 2
#> 1426 2 1 -1 0 1.63 5.247461140 2
#> 1427 2 1 1 1 0.67 3.328751649 2
#> 1428 2 1 1 1 0.90 4.621608480 2
#> 1429 2 1 1 1 0.51 2.717366523 2
#> 1430 2 1 1 1 1.52 0.578242238 1
#> 1431 2 1 1 1 0.46 1.797181267 2
#> 1432 2 1 1 1 2.71 3.960277474 2
#> 1433 2 1 1 1 1.17 0.899573441 2
#> 1434 2 1 1 1 0.63 10.065264329 2
#> 1435 2 1 1 1 0.72 8.759945603 2
#> 1436 2 1 1 1 0.66 3.168747983 2
#> 1437 2 1 1 1 0.42 6.037678456 2
#> 1438 2 1 1 1 0.98 4.047689888 2
#> 1439 2 1 1 1 0.37 2.314761809 2
#> 1440 2 1 1 1 0.61 3.345970595 2
#> 1441 2 1 1 1 0.79 0.393185054 1
#> 1442 2 1 -1 0 0.41 5.182589081 2
#> 1443 2 1 1 1 0.33 2.808788292 2
#> 1444 2 1 1 1 0.30 7.169298603 2
#> 1445 2 1 1 1 0.28 1.615346114 2
#> 1446 2 1 1 1 0.70 5.714936897 2
#> 1447 2 1 1 1 0.60 3.843436944 2
#> 1448 2 1 1 1 2.30 4.579630473 2
#> 1449 2 1 1 1 0.93 6.120697855 2
#> 1450 2 1 1 1 0.86 1.049377746 2
#> 1451 2 1 1 1 1.87 1.926642324 2
#> 1452 2 1 1 1 1.35 4.981380004 2
#> 1453 2 1 1 1 0.58 4.588160299 2
#> 1454 2 1 1 1 9.76 29.010435784 2
#> 1455 2 1 1 1 0.90 8.086579618 2
#> 1456 2 1 -1 0 6.66 8.629096802 2
#> 1457 2 1 1 1 0.33 0.703691449 1
#> 1458 2 1 1 1 0.31 5.954922761 2
#> 1459 2 1 1 1 1.04 1.316717737 2
#> 1460 2 1 1 1 0.55 -0.510737701 1
#> 1461 2 1 1 1 3.55 8.372521664 2
#> 1462 2 1 1 1 3.49 5.316716452 2
#> 1463 2 1 1 1 0.90 3.371626253 2
#> 1464 2 1 1 1 0.91 3.424627249 2
#> 1465 2 1 1 1 0.66 3.645192133 2
#> 1466 2 1 1 1 0.35 5.258173892 2
#> 1467 2 1 1 1 0.31 4.383294620 2
#> 1468 2 1 1 1 0.45 3.825844822 2
#> 1469 2 1 1 1 0.75 3.472911425 2
#> 1470 2 1 1 1 1.37 4.392574620 2
#> 1471 2 1 -1 0 1.74 5.608980968 2
#> 1472 2 1 1 1 0.34 1.319221712 2
#> 1473 2 1 1 1 0.38 3.733265752 2
#> 1474 2 1 1 1 2.83 -1.709571726 1
#> 1475 2 1 1 1 1.63 -1.162616289 1
#> 1476 2 1 1 1 0.33 6.401386786 2
#> 1477 2 1 1 1 1.56 8.955432761 2
#> 1478 2 1 1 1 2.19 1.662469906 2
#> 1479 2 1 1 1 1.36 2.103664075 2
#> 1480 2 1 1 1 0.46 4.609751605 2
#> 1481 2 1 -1 0 5.10 8.763363438 2
#> 1482 2 1 -1 0 4.17 12.542947264 2
#> 1483 2 1 1 1 1.02 3.654027863 2
#> 1484 2 1 1 1 0.86 1.576839956 2
#> 1485 2 1 1 1 0.34 4.509064855 2
#> 1486 2 1 1 1 0.20 6.540055822 2
#> 1487 2 1 1 1 2.15 7.314652695 2
#> 1488 2 1 1 1 2.01 1.875256493 2
#> 1489 2 1 1 1 0.90 4.564335003 2
#> 1490 2 1 1 1 0.43 2.095413219 2
#> 1491 2 1 1 1 0.24 6.878135296 2
#> 1492 2 1 1 1 0.69 -0.467429015 1
#> 1493 2 1 1 1 0.78 0.471743581 1
#> 1494 2 1 -1 0 2.06 2.290955476 2
#> 1495 2 1 1 1 1.82 6.230689892 2
#> 1496 2 1 1 1 1.70 5.191875345 2
#> 1497 2 1 1 1 0.37 7.936373415 2
#> 1498 2 1 1 1 1.02 4.919758597 2
#> 1499 2 1 1 1 1.64 4.601579319 2
#> 1500 2 1 -1 0 6.71 1.420320977 2
#> 1501 2 1 -1 0 2.88 6.597228841 2
#> 1502 2 1 1 1 1.99 -2.383526219 1
#> 1503 2 1 -1 0 1.34 5.464093188 2
#> 1504 2 1 1 1 1.27 7.871850796 2
#> 1505 2 1 1 1 0.41 7.361109752 2
#> 1506 2 1 1 1 1.07 8.975849776 2
#> 1507 2 1 -1 0 1.08 1.890060148 2
#> 1508 2 1 -1 0 1.03 0.209544785 1
#> 1509 2 1 1 1 0.39 1.776986263 2
#> 1510 2 1 1 1 1.29 4.107140782 2
#> 1511 2 1 1 1 1.21 5.197233575 2
#> 1512 2 1 1 1 0.98 10.402961711 2
#> 1513 2 1 1 1 0.67 2.900222503 2
#> 1514 2 1 -1 0 2.16 10.552275607 2
#> 1515 2 1 1 1 0.62 2.264357626 2
#> 1516 2 1 1 1 0.27 5.378088570 2
#> 1517 2 1 1 1 1.56 0.868248190 2
#> 1518 2 1 1 1 0.32 2.461814526 2
#> 1519 2 1 1 1 0.84 1.317494225 2
#> 1520 2 1 1 1 0.39 2.534339567 2
#> 1521 2 1 1 1 0.38 7.516045345 2
#> 1522 2 1 1 1 1.75 6.594616258 2
#> 1523 2 1 -1 0 0.95 1.063152509 2
#> 1524 2 1 1 1 0.68 5.811538808 2
#> 1525 2 1 1 1 0.74 5.800572291 2
#> 1526 2 1 1 1 1.32 1.308299093 2
#> 1527 2 1 -1 0 1.00 3.577809531 2
#> 1528 2 1 1 1 0.39 1.196757129 2
#> 1529 2 1 1 1 0.81 4.817848281 2
#> 1530 2 1 1 1 0.69 4.134955999 2
#> 1531 2 1 1 1 0.22 2.427008490 2
#> 1532 2 1 1 1 0.78 10.222514128 2
#> 1533 2 1 -1 0 3.51 1.874221554 2
#> 1534 2 1 1 1 2.39 5.871769093 2
#> 1535 2 1 1 1 0.29 2.156300456 2
#> 1536 2 1 1 1 1.15 3.685906056 2
#> 1537 2 1 -1 0 1.21 4.882179909 2
#> 1538 2 1 1 1 0.86 1.407249637 2
#> 1539 2 1 1 1 1.80 10.208153935 2
#> 1540 2 1 1 1 1.22 8.612198517 2
#> 1541 2 1 1 1 0.97 5.695852521 2
#> 1542 2 1 1 1 0.81 -0.627293767 1
#> 1543 2 1 1 1 2.04 2.247180770 2
#> 1544 2 1 1 1 1.40 3.851809356 2
#> 1545 2 1 1 1 0.37 5.135688797 2
#> 1546 2 1 1 1 3.18 11.108333496 2
#> 1547 2 1 1 1 0.59 2.901426333 2
#> 1548 2 1 1 1 0.69 3.943657843 2
#> 1549 2 1 -1 0 1.23 5.974001837 2
#> 1550 2 1 1 1 1.38 3.305787486 2
#> 1551 2 1 1 1 0.71 5.334514566 2
#> 1552 2 1 1 1 1.05 1.172857462 2
#> 1553 2 1 1 1 0.78 1.861254552 2
#> 1554 2 1 -1 0 0.66 0.090811281 1
#> 1555 2 1 -1 0 1.34 14.086442521 2
#> 1556 2 1 1 1 1.83 -0.257327697 1
#> 1557 2 1 1 1 0.80 4.130094785 2
#> 1558 2 1 -1 0 0.99 5.695619889 2
#> 1559 2 1 1 1 0.40 -1.240727592 1
#> 1560 2 1 -1 0 0.99 -1.097265618 1
#> 1561 2 1 -1 0 0.58 4.552609263 2
#> 1562 2 1 -1 0 2.95 5.587285964 2
#> 1563 2 1 1 1 0.24 0.862133998 2
#> 1564 2 1 1 1 0.65 6.743856092 2
#> 1565 2 1 1 1 0.89 -0.082337208 1
#> 1566 2 1 1 1 0.91 9.128071588 2
#> 1567 2 1 -1 0 0.44 2.579412772 2
#> 1568 2 1 1 1 3.05 5.051573988 2
#> 1569 2 1 1 1 1.30 11.824289126 2
#> 1570 2 1 1 1 0.41 3.213242574 2
#> 1571 2 1 1 1 0.45 -0.868841972 1
#> 1572 2 1 1 1 0.48 6.121345489 2
#> 1573 2 1 1 1 0.50 1.086187549 2
#> 1574 2 1 1 1 2.42 -0.528631828 1
#> 1575 2 1 -1 0 2.22 -0.710843788 1
#> 1576 2 1 1 1 0.79 4.804825065 2
#> 1577 2 1 -1 0 0.48 2.509996616 2
#> 1578 2 1 1 1 0.44 4.795874440 2
#> 1579 2 1 -1 0 0.43 2.754812964 2
#> 1580 2 1 1 1 0.42 8.295019884 2
#> 1581 2 1 1 1 1.18 5.695443544 2
#> 1582 2 1 1 1 1.13 1.146903106 2
#> 1583 2 1 1 1 1.00 4.485276068 2
#> 1584 2 1 1 1 0.25 3.115740461 2
#> 1585 2 1 1 1 3.23 4.061865825 2
#> 1586 2 1 -1 0 0.78 6.091342632 2
#> 1587 2 1 -1 0 0.84 0.094457589 1
#> 1588 2 1 -1 0 2.60 9.158278946 2
#> 1589 2 1 1 1 0.72 2.435056655 2
#> 1590 2 1 1 1 0.87 3.895316293 2
#> 1591 2 1 1 1 1.51 3.869612530 2
#> 1592 2 1 -1 0 1.88 7.386594889 2
#> 1593 2 1 1 1 0.77 4.026310308 2
#> 1594 2 1 1 1 0.21 6.270497350 2
#> 1595 2 1 -1 0 0.83 7.002548493 2
#> 1596 2 1 1 1 2.01 4.887646762 2
#> 1597 2 1 -1 0 1.61 8.037503029 2
#> 1598 2 1 -1 0 2.49 -0.246030003 1
#> 1599 2 1 1 1 4.34 6.922440826 2
#> 1600 2 1 -1 0 0.46 2.563722407 2
#>
#> $gamma
#> $gamma$condition
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.695
#> 2 1 0.759
#>
#> $gamma$rt
#> # A tibble: 2 × 2
#> correct Gamma
#> <dbl> <dbl>
#> 1 0 0.142
#> 2 1 -0.0860
#>
#> $gamma$correct
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0136
#> 2 2 0.150
#>
#> $gamma$rt_bycondition
#> # A tibble: 2 × 2
#> condition Gamma
#> <int> <dbl>
#> 1 1 0.0513
#> 2 2 0.0583
#>
#> $gamma$rt_byconditionbycorrect
#> # A tibble: 4 × 3
#> condition correct Gamma
#> <int> <dbl> <dbl>
#> 1 1 0 0.125
#> 2 1 1 -0.0110
#> 3 2 0 0.317
#> 4 2 1 -0.00351
#>
#>
# }