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.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 ...