Binary QSAR Data
data frame frames with 67 columns
These data are from two different sources on quantitative
structure-activity relationship (QSAR) modeling and contain 67 predictors
that are either 0 or 1. The training set contains 4,330 samples and there
are five unknown samples (both from the Mutagen data in the QSARdata
package).
data(qsar_binary)
str(binary_tr)
#> 'data.frame': 4330 obs. of 67 variables:
#> $ predictor01: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor02: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor03: num 1 1 1 1 1 1 1 1 1 1 ...
#> $ predictor04: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor05: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor06: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor07: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor08: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor09: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor10: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor11: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor12: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor13: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor14: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor15: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor16: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor17: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor18: int 0 0 0 1 0 0 0 0 0 0 ...
#> $ predictor19: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor20: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor21: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor22: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor23: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor24: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor25: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor26: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor27: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor28: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor29: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor30: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor31: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor32: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor33: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor34: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor35: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor36: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor37: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor38: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor39: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor40: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor41: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor42: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor43: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor44: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor45: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor46: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor47: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor48: num 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor49: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor50: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor51: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor52: int 1 1 1 0 1 0 1 1 0 0 ...
#> $ predictor53: int 0 0 1 0 1 0 0 0 0 0 ...
#> $ predictor54: int 0 0 1 0 1 0 1 1 0 0 ...
#> $ predictor55: int 0 0 1 0 0 0 0 0 0 0 ...
#> $ predictor56: int 0 0 1 0 1 0 1 0 0 0 ...
#> $ predictor57: int 0 0 1 0 1 0 0 0 0 0 ...
#> $ predictor58: int 0 0 1 0 1 0 1 0 0 0 ...
#> $ predictor59: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor60: int 0 0 1 0 1 0 1 0 0 0 ...
#> $ predictor61: int 0 0 1 0 1 0 0 0 0 0 ...
#> $ predictor62: int 1 0 1 0 1 0 0 1 0 0 ...
#> $ predictor63: int 0 0 0 0 0 0 0 0 0 0 ...
#> $ predictor64: int 1 1 1 0 1 0 1 1 0 0 ...
#> $ predictor65: int 0 0 1 0 1 0 0 0 0 0 ...
#> $ predictor66: int 1 1 1 0 1 0 1 1 0 0 ...
#> $ predictor67: int 0 0 1 0 1 0 0 1 0 0 ...