Classias: A C++ template library for classification

a
c
f
i
l
m
n
p
s
t

- a -

attributes : classias::binary_data_with_quark_base< instance_tmpl, attributes_quark_tmpl > , classias::multi_data_with_quark_base< instance_tmpl, attributes_quark_tmpl, labels_quark_tmpl, feature_generator_tmpl > , classias::candidate_data_with_quark_base< instance_tmpl, attributes_quark_tmpl, labels_quark_tmpl, feature_generator_tmpl >

- c -

- f -

feature_generator : classias::candidate_data_base< instance_tmpl, feature_generator_tmpl >

- i -

instances : classias::binary_data_base< instance_tmpl >

- l -

- m -

m_acconly : classias::train::lbfgs_logistic_multi< data_tmpl, model_tmpl >
m_argmax : classias::classify::linear_multi< model_tmpl >
m_averaged : classias::train::averaged_perceptron_base< error_tmpl >
m_c : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl > , classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl > , classias::train::averaged_perceptron_base< error_tmpl > , classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl >
m_c1 : classias::train::lbfgs_base< model_tmpl >
m_c2 : classias::train::lbfgs_base< model_tmpl >
m_clk_prev : classias::train::lbfgs_base< model_tmpl >
m_data : classias::train::lbfgs_logistic_binary< data_tmpl, model_tmpl > , classias::train::lbfgs_logistic_multi< data_tmpl, model_tmpl >
m_decay : classias::train::pegasos_base< error_tmpl >
m_epsilon : classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl > , classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl >
m_eta : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_eta0 : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_feature_start_index : classias::binary_data_base< instance_tmpl >
m_features : classias::sparse_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl >
m_fwd : classias::quark_base< item_base > , classias::quark2_base< item0_base, item1_base >
m_group : classias::group_base
m_holdout : classias::train::lbfgs_base< model_tmpl >
m_index : classias::multi_instance_base< attributes_tmpl, weight_tmpl, group_tmpl >
m_inv : classias::quark_base< item_base > , classias::quark2_base< item0_base, item1_base >
m_label : classias::binary_instance_base< features_tmpl, weight_tmpl, group_tmpl > , classias::candidate_instance_base< attributes_tmpl, weight_tmpl, group_tmpl >
m_lambda : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_lbfgs_delta : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_epsilon : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_linesearch : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_max_linesearch : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_maxiter : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_num_memories : classias::train::lbfgs_base< model_tmpl >
m_lbfgs_stop : classias::train::lbfgs_base< model_tmpl >
m_loss : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl > , classias::train::averaged_perceptron_base< error_tmpl >
m_m : classias::accuracy
m_max_iterations : classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl > , classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl >
m_model : classias::classify::linear_binary< model_tmpl > , classias::classify::linear_multi< model_tmpl > , classias::train::pegasos_base< error_tmpl >
m_n : classias::accuracy , classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_norm22 : classias::train::pegasos_base< error_tmpl >
m_num_attributes : classias::sparse_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl > , classias::dense_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl > , classias::thru_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl >
m_num_features : classias::binary_data_base< instance_tmpl >
m_num_labels : classias::multi_data_base< instance_tmpl, feature_generator_tmpl > , classias::dense_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl > , classias::sparse_feature_generator_base< attribute_tmpl, label_tmpl, feature_tmpl >
m_oexps : classias::train::lbfgs_logistic_multi< data_tmpl, model_tmpl >
m_os : classias::train::lbfgs_base< model_tmpl >
m_params : classias::train::lbfgs_base< model_tmpl > , classias::train::truncated_gradient_base< error_tmpl > , classias::train::pegasos_base< error_tmpl > , classias::train::averaged_perceptron_base< error_tmpl >
m_penalty : classias::train::truncated_gradient_base< error_tmpl >
m_period : classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl > , classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl >
m_proj : classias::train::pegasos_base< error_tmpl >
m_regularization_start : classias::train::lbfgs_base< model_tmpl >
m_sample : classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl > , classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl >
m_scale : classias::train::pegasos_base< error_tmpl >
m_score : classias::classify::linear_binary< model_tmpl >
m_scores : classias::classify::linear_multi< model_tmpl >
m_stat : classias::precall
m_sum_penalty : classias::train::truncated_gradient_base< error_tmpl >
m_t : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_t0 : classias::train::pegasos_base< error_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_trainer : classias::train::online_scheduler_binary< data_tmpl, trainer_tmpl > , classias::train::online_scheduler_multi< data_tmpl, trainer_tmpl >
m_truncate_period : classias::train::truncated_gradient_base< error_tmpl >
m_truncated : classias::train::truncated_gradient_base< error_tmpl >
m_w : classias::train::averaged_perceptron_base< error_tmpl > , classias::train::lbfgs_base< model_tmpl > , classias::train::truncated_gradient_base< error_tmpl >
m_weight : classias::weight_base
m_ws : classias::train::averaged_perceptron_base< error_tmpl >
message : classias::parameter_exchange::value_type

- n -

norm1 : classias::train::truncated_gradient_base< error_tmpl >::report_type
norm2 : classias::train::pegasos_base< error_tmpl >::report_type , classias::train::truncated_gradient_base< error_tmpl >::report_type , classias::train::averaged_perceptron_base< error_tmpl >::report_type
num_actives : classias::train::truncated_gradient_base< error_tmpl >::report_type
num_match : classias::precall::label_stat
num_prediction : classias::precall::label_stat
num_reference : classias::precall::label_stat

- p -

plist : classias::parameter_exchange
pmap : classias::parameter_exchange
pointer : classias::parameter_exchange::value_type
positive_labels : classias::candidate_data_base< instance_tmpl, feature_generator_tmpl >

- s -

stamp : classias::parameter_exchange::value_type , classias::parameter_exchange

- t -

type : classias::parameter_exchange::value_type

Copyright (c) 2002-2009 by Naoaki Okazaki
Mon Dec 28 23:41:04 2009