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funModeling (version 1.1)

Learning Data Cleaning, Visual Analysis and Model Performance

Description

Learn data cleaning, visual data analysis and model performance assessment (KS, AUC and ROC), package core is in the vignette documentation explaining last topics as a tutorial.

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Version

Install

install.packages('funModeling')

Monthly Downloads

2,051

Version

1.1

License

GPL-2

Maintainer

Pablo Casas

Last Published

March 14th, 2016

Functions in funModeling (1.1)

equal_freq

Equal frequency binning

heart_disease

Heart Disease Data

cross_plot

Cross-plotting input variable vs. target variable

df_status

Get a summary for the given data frame.

massive_cross_plot

Generate several cross_plot at the same time.

model_performance

Get model perfomance metrics (KS, AUC and ROC)

get_sample

Sampling training and test data