stats: Statistics Functions

In eringrand/RUncommon: Erin's Personal Package

Description

Statistics Functions

Usage

rmse(pred, actual)

mape(pred, actual)

mygini(pred, actual)

tpr(pred, actual)

tnr(pred, actual)

fpr(pred, actual)

fnr(pred, actual)

cls_acc(pred, actual)

Arguments

pred	vector of predictions
actual	vector of actual values

Functions

• rmse: root mean standard error

• mape: Mean Absolute Percent Error

• mygini: gini coeff

• tpr: True Positive Rate

• tnr: True Negative Rate

• fpr: False Positive Rate

• fnr: False Negative Rate

• cls_acc: Classification accuracy

eringrand/RUncommon documentation built on Sept. 22, 2020, 10:49 p.m.