selva86/datasets

Machine Learning

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selva86/datasets

selva86

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A collection of datasets of ML problem solving

Datasets

Datasets collected from R packages

mlbench
kernlab
klaR
car
reshape2
hflights
ISLR

The original source repositories are:

ftp://ftp.ics.uci.edu/pub/machine-learning-databases
http://www.ics.uci.edu/~mlearn/MLRepository.html
http://kdd.ics.uci.edu
http://www.liacs.nl/~putten/library/cc2000/ (ticdata)

selva86.github.io

Advanced R Statistics

python-machine-learning

A collection of machine learning work in python

DIGITAL Command Language

InformationValue

Information Value CRAN Pkg: Performance Analysis and companion functions that aid binary classification models like that of logistic regression

Mastering-R-Programming

R code examples for the 'Mastering R Programming' Course

selva86.github.io_source

Jekyll source for selva86.github.io

woe

Performance analysis functions, plot ROC curve in ggplot2, AUROC, IV, WOE calculation for binary classification models (logistic, discriminant analysis, svm etc)

100_R_Exercises

R-Codes

roc

AUROC, IV, WOE calculation for binary classification models (logistic, discriminant etc)

myjunk

My random experiments

hiddengemsofdatascience

Hidden Gems of Data Science (Machine Learning, Python, Statistics)

Jupyter Notebook