unbinned_testing: Exhaustively testing ensemble on new dataset

In kmaurer/binsemble:

Description

Predict using an ensemble classifier created from this package

Usage

unbinned_testing(train_data, test_data, model_list, true_classes)

Arguments

train_data	Data to
test_data	Data to predict with the ensemble
model_list	List of RWeka models fit to train_data
weight_type	vector containing bin weight types from "bin weighted","bin dictator"
comb_rule	vector containing combination rules from "majority vote","average posterior"
bin_type	vector containing bin types from "standard","quantile","iterative quantile"
bin_features	vector containing names of columns to bin
nbins	vector containing number of bins in each dimension for bin_features (will use all combinations of these values)

Value

test accuracy rates for all weighting/voting/binning specifications requested

kmaurer/binsemble documentation built on May 7, 2019, 9:50 p.m.