Man pages for alookr
Model Classifier for Binary Classification

cleanse.data.frameCleansing the dataset for classification modeling
cleanse.split_dfCleansing the dataset for classification modeling
compare_diagDiagnosis of train set and test set of split_df object
compare_performanceCompare model performance
compare_plotComparison plot of train set and test set
compare_target_categoryComparison of categorical variables of train set and test set
compare_target_numericComparison of numerical variables of train set and test set
extract_setExtract train/test dataset
matthewsCompute Matthews Correlation Coefficient
performance_metricCalculate metrics for model evaluation
plot_cutoffVisualization for cut-off selection
plot_performanceVisualization for ROC curve
run_modelsFit binary classification model
run_performanceApply calculate performance metrics for model evaluation
run_predictPredict binary classification model
sampling_targetExtract the data to fit the model
split_by.data.frameSplit Data into Train and Test Set
summary.split_dfSummarizing split_df information
treatment_corrDiagnosis and removal of highly correlated variables
alookr documentation built on May 29, 2024, 10:38 a.m.