tune_MaxEnt: Tunes a MaxEnt classifier)

In jlricon/MaxClassify: An efficient maximum entropy classifier, with some convenience functions

Description

Tunes a MaxEnt classifier)

Usage

tune_MaxEnt(feature_matrix, feature_labels, nfold = 3, showall = TRUE,
  verbose = TRUE, cores = 1, l2_params = c(0, 0.5, 1, 5, 10),
  sgd_params = c(TRUE, rep(FALSE, 4)))

Arguments

feature_matrix	A matrix with features
feature_labels	The labels for the matrix
nfold	Number of folds for k-fold crossvalidation (k = 5 for basic run, k = 10 is accurate)
showall	Show all of the configurations
verbose	Output extra information
cores	How many cores to use

Value

A matrix with the best parameters found

jlricon/MaxClassify documentation built on May 29, 2019, 2:56 p.m.