Top Scoring Pair based methods for classification


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Documentation for package ‘BigTSP’ version 1.0

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BigTSP-package Top Scoring Pair based methods for classification.
BigTSP Top Scoring Pair based methods for classification.
cv.LDCA Cross validation for LDCA
LDCA Linear Discriminant Analysis based on Top Scoring Pair
predict.cv.LDCA prediction function for cv.LDCA
predict.LDCA predict function for LDCA
predict.tsp.gbm prediction function for tsp.gbm
predict.tsp.randomForest prediction function for tsp.randomForest
predict.tsp.tree prediction function for tsp.tree
print.cv.LDCA print function for cv.LDCA
print.LDCA print the LDCA object
tsp.gbm Fits generalized boosted logistic regression models based on Top Scoring Pairs.
tsp.randomForest Classification with Random Forest based on Top Scoring Pairs
tsp.tree Fit a Classification Tree based on Top Scoring Pairs.