naive_bayes.cpp File Reference

#include <cassert>
#include <unordered_set>
#include "cpptoml.h"
#include "classify/classifier/naive_bayes.h"
#include "index/postings_data.h"

Namespaces
	meta
	The ModErn Text Analysis toolkit is a suite of natural language processing, classification, information retreival, data mining, and other applications of text processing.
	meta::classify
	Algorithms for feature selection, KNN search, and confusion matrices.

Functions
term_probs_	meta::classify::reserve (lbls.size())
	meta::classify::for (const auto &lbl:lbls) term_probs_.emplace_back(lbl
template<>
std::unique_ptr< classifier >	meta::classify::make_classifier< naive_bayes > (const cpptoml::table &config, std::shared_ptr< index::forward_index > idx)
	Specialization of the factory method used for creating naive bayes classifiers.

Variables
auto	meta::classify::lbls = idx_->class_labels()
	meta::classify::term_prior

Detailed Description

Author

Sean Massung