cost sensitive classifiers to run in linux online online with Winfy

We have hosted the application cost sensitive classifiers to run in linux online in order to run this application in our online workstations with Wine or directly.

Quick description about cost sensitive classifiers to run in linux online:

Adaboost extensions for cost-sentive classification
CSExtension 1
CSExtension 2
CSExtension 3
CSExtension 4
CSExtension 5
AdaCost
Boost
CostBoost
Uboost
CostUBoost
AdaBoostM1

Implementation of all the listed algorithms of the cluster "cost-sensitive classification".

They are the meta algorithms which requires base algorithms e.g. Decision Tree

Moreover,
Voting criteria is also required e.g. Minimum expected cost criteria

Input also requires to load an arff file and a cost matrix (sample arff and cost files are uploaded for users' reference)

This extension uses weka for classification and generates the classification model along with confusion matrix. For given dataset and cost matrix

Features:

• cost sensitive data mining
• data mining
• adaboost
• cost sensitive adaboost

Audience: Science/Research, Engineering.
User interface: Java Swing.
Programming Language: Java.

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