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Code Examples

This git contains snippets of code that cannot be run on their own.

C++

CBinaryBayes.cpp - Class that calculates Naive Bayes extremely fast by exploiting sparseness.

CPegasos.cpp - Pegasos (A special variant of stochastic SVMs) implementation.

fastAUC.cpp - Faster version of the AUC algorithm, to be used in matlab (http://www.mathworks.com/matlabcentral/fileexchange/41258-faster-roc-auc)

Python

prediction.py - predictive functions used in a project for microfinance to build a logistic regression model

visual.py - visualization routines for the same project.

Java

ParseMessages.java - Part of a crawler

NiceNumber.java - Hive UDF for parsing phone numbers and checking whether they are "nice"

Matlab

BlackBoxSVR.m - Part of https://scholar.google.be/citations?view_op=view_citation&hl=en&user=RYTjWokAAAAJ&citation_for_view=RYTjWokAAAAJ:MXK_kJrjxJIC

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