loadTrueResults: loadTrueResults

In Xnonr/RMachineLearningTelcoCustomerChurn: RMachineLearningTelcoCustomerChurn

Description

Reads 2 csv files called True_TCC_Optimal_Price_Matrix & True_TCC_Model_Results into 2 correspondig data frames. These data frames will then be used later on for automated testing purposes, acting as base results to ensure that the rest of the code has not been compromised if changed. Used for CI purposes

Usage

loadTrueResults()

Details

Does not actually return any variables. Instead, the 2 matrices are assigned to the global environment instead.

Value

trueOptPriceMatrix

A small 6x3 data frame matrix with 18 values of the true optimal prices the priceOptimizer & calcOptimalPrices functions should output no matter the code changes if the base Telco_Customer_Churn file is used.

trueEResultsComplete

A small 6x6 data frame matrix with 36 values with the true modeling results the createEnsembleMethodsModel should output no matter the code changes if the base Telco_Customer_Churn file is used. It incorporates all the results from the Decision Tree, Logistic Regression, K-Nearest Neighbors, Naive Bayes Classifier and Ensemble Models, as well as the base actual churn results of the original dataset itself for easy comparison.

Author(s)

Maxence Brette

Examples

##loadTrueResults()

Xnonr/RMachineLearningTelcoCustomerChurn documentation built on Dec. 18, 2021, 7:23 p.m.