zislam

Zahid Islam's repositories

GenClustPlusPlus

Class implementing GenClust++ clustering algorithm.

Language:Java3 10

CAIRAD

Implements the CAIRAD techique for detecting noisy values in a dataset for Weka

Language:Java2 10

Implements the DMI imputation algorithm for imputing missing values in a dataset from Rahman, M. G., and Islam, M. Z. (2013): Missing Value Imputation Using Decision Trees and Decision Forests by Splitting and Merging Records: Two Novel Techniques

Language:Java2 10

ForestPA

Class implementing decision forest algorithm Forest PA, using bootstrap samples and penalized attributes. Uses and depends on SimpleCart.

Language:Java2 10

OptimizedForest

Implementation of the Optimal Subforest algorithm "OptimizedForest"

Language:Java2 10

SmoothPrivateForest

Fletcher, S., & Islam, M. Z. (2017). Differentially private random decision forests using smooth sensitivity. Expert Systems with Applications, 78, 16-31.

Language:JavaGPL-3.02 20

CSForest

Weka implementation of the cost-sensitive decision forest algorithm CSForest.

Language:Java1 10

ForExPlusPlus

Implementation of ForEx++ - "A New Framework for Knowledge Discovery from Decision Forests" by Md Nasim Adnan and Md Zahidul Islam

Language:JavaGPL-3.01 10

SysFor

Implementation of the decision forest algorithm SysFor, a forest of high accuracy decision trees.

Language:Java1 10