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Logistic-Regression

LogisticRegression class is provided with minimum amount of coding for simplicity, together with basic statistics information such as deviance, residual deviance and AIC just like the lm function in R package.

Sample Code

sample

Sample code for implementing classification using data from https://github.com/SaveTheRbtz/ml-class/blob/master/ex2/ex2data1.txt is available. Only two variables are used for fitting and predicting label here but the provided class can adapt to any number of variables and data size.

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MIT

Author

kyoheiotsuka

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simple implementation of logistic regression

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