BigTSP: Top Scoring Pair based methods for classification

This package is trying to implement Top Scoring Pair based methods for classification including LDCA, TSP-tree, TSP-random forest and TSP gradient boosting algorithm.

Author
Xiaolin Yang,Han Liu
Date of publication
2012-08-21 06:34:06
Maintainer
Xiaolin Yang <xyang@stat.cmu.edu>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

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...
tsp-package
Top Scoring Pair based methods for classification.
tsp.randomForest
Classification with Random Forest based on Top Scoring Pairs
tsp.tree
Fit a Classification Tree based on Top Scoring Pairs.

Files in this package

BigTSP
BigTSP/MD5
BigTSP/R
BigTSP/R/LDCA.R
BigTSP/NAMESPACE
BigTSP/man
BigTSP/man/tsp.tree.Rd
BigTSP/man/tsp.randomForest.Rd
BigTSP/man/tsp.gbm.Rd
BigTSP/man/tsp-package.Rd
BigTSP/man/print.LDCA.Rd
BigTSP/man/print.cv.LDCA.Rd
BigTSP/man/predict.tsp.tree.Rd
BigTSP/man/predict.tsp.randomForest.Rd
BigTSP/man/predict.tsp.gbm.Rd
BigTSP/man/predict.LDCA.Rd
BigTSP/man/predict.cv.LDCA.Rd
BigTSP/man/LDCA.Rd
BigTSP/man/cv.LDCA.Rd
BigTSP/DESCRIPTION