binAbsDif |
Statistics for bins |
binChi |
Statistics for bins |
binMI |
Statistics for bins |
binner |
Many split recursive binning |
catBinner |
Binning of categorical variable pairs |
chiScores |
Scoring functions to choose splits |
depthFill |
Generate fills encoding bin features |
halfCutTie |
Halve continuously to break ties |
halfSplit |
Halve at an observed point |
heart |
Heart Disease Diagnosis Data |
inDep |
Test pairwise variable independence |
makeBin |
Make a bin |
makeCriteria |
Make stop crteria |
maxScoreSplit |
Size-restricted bivariate score maximizing splitting |
miScores |
Scoring functions to choose splits |
plot.inDep |
S3 methods for 'inDep' |
plotBinning |
Plot a binning using shaded rectangles |
randScores |
Scoring functions to choose splits |
residualFill |
Generate fills encoding bin features |
rIntSplit |
Random integer splitting |
rUnifSplit |
Random uniform splitting |
sandboxMaxSplit |
Bivariate score maximizing splitting |
singleBinner |
Single split recursive binning |
sp500pseudo |
De-Garched S&P 500 returns |
splitX |
Helper functions for marginal splitting |
splitY |
Helper functions for marginal splitting |
stopper |
Check bins against stop criteria |
summary.inDep |
S3 methods for 'inDep' |
uniBinner |
Single margin binning |
uniMaxScoreSplit |
Univariate score maximizing splitting |
uniRIntSplit |
Univariate random integer splitting |