asahi417's picture
add model
53fc014
raw
history blame
4.01 kB
{"lexical_relation_classification/BLESS": {"classifier_config": {"activation": "relu", "alpha": 0.0001, "batch_size": "auto", "beta_1": 0.9, "beta_2": 0.999, "early_stopping": false, "epsilon": 1e-08, "hidden_layer_sizes": [100], "learning_rate": "constant", "learning_rate_init": 0.001, "max_fun": 15000, "max_iter": 200, "momentum": 0.9, "n_iter_no_change": 10, "nesterovs_momentum": true, "power_t": 0.5, "random_state": 0, "shuffle": true, "solver": "adam", "tol": 0.0001, "validation_fraction": 0.1, "verbose": false, "warm_start": false}, "test/accuracy": 0.8271809552508663, "test/f1_macro": 0.8139940994079059, "test/f1_micro": 0.8271809552508663, "test/p_macro": 0.8287331037501264, "test/p_micro": 0.8271809552508663, "test/r_macro": 0.8079559401073687, "test/r_micro": 0.8271809552508663}, "lexical_relation_classification/CogALexV": {"classifier_config": {"activation": "relu", "alpha": 0.0001, "batch_size": "auto", "beta_1": 0.9, "beta_2": 0.999, "early_stopping": false, "epsilon": 1e-08, "hidden_layer_sizes": [100], "learning_rate": "constant", "learning_rate_init": 0.001, "max_fun": 15000, "max_iter": 200, "momentum": 0.9, "n_iter_no_change": 10, "nesterovs_momentum": true, "power_t": 0.5, "random_state": 0, "shuffle": true, "solver": "adam", "tol": 0.0001, "validation_fraction": 0.1, "verbose": false, "warm_start": false}, "test/accuracy": 0.7927230046948357, "test/f1_macro": 0.47757376520100464, "test/f1_micro": 0.7927230046948357, "test/p_macro": 0.5675480361659402, "test/p_micro": 0.7927230046948357, "test/r_macro": 0.45275618157209363, "test/r_micro": 0.7927230046948357}, "lexical_relation_classification/EVALution": {"classifier_config": {"activation": "relu", "alpha": 0.0001, "batch_size": "auto", "beta_1": 0.9, "beta_2": 0.999, "early_stopping": false, "epsilon": 1e-08, "hidden_layer_sizes": [100], "learning_rate": "constant", "learning_rate_init": 0.001, "max_fun": 15000, "max_iter": 200, "momentum": 0.9, "n_iter_no_change": 10, "nesterovs_momentum": true, "power_t": 0.5, "random_state": 0, "shuffle": true, "solver": "adam", "tol": 0.0001, "validation_fraction": 0.1, "verbose": false, "warm_start": false}, "test/accuracy": 0.5866738894907909, "test/f1_macro": 0.5099661171290004, "test/f1_micro": 0.5866738894907909, "test/p_macro": 0.6231504443436927, "test/p_micro": 0.5866738894907909, "test/r_macro": 0.5105218579827261, "test/r_micro": 0.5866738894907909}, "lexical_relation_classification/K&H+N": {"classifier_config": {"activation": "relu", "alpha": 0.0001, "batch_size": "auto", "beta_1": 0.9, "beta_2": 0.999, "early_stopping": false, "epsilon": 1e-08, "hidden_layer_sizes": [100], "learning_rate": "constant", "learning_rate_init": 0.001, "max_fun": 15000, "max_iter": 200, "momentum": 0.9, "n_iter_no_change": 10, "nesterovs_momentum": true, "power_t": 0.5, "random_state": 0, "shuffle": true, "solver": "adam", "tol": 0.0001, "validation_fraction": 0.1, "verbose": false, "warm_start": false}, "test/accuracy": 0.8843291368157474, "test/f1_macro": 0.7260666016287155, "test/f1_micro": 0.8843291368157474, "test/p_macro": 0.7961664085074334, "test/p_micro": 0.8843291368157474, "test/r_macro": 0.7009380056044395, "test/r_micro": 0.8843291368157474}, "lexical_relation_classification/ROOT09": {"classifier_config": {"activation": "relu", "alpha": 0.0001, "batch_size": "auto", "beta_1": 0.9, "beta_2": 0.999, "early_stopping": false, "epsilon": 1e-08, "hidden_layer_sizes": [100], "learning_rate": "constant", "learning_rate_init": 0.001, "max_fun": 15000, "max_iter": 200, "momentum": 0.9, "n_iter_no_change": 10, "nesterovs_momentum": true, "power_t": 0.5, "random_state": 0, "shuffle": true, "solver": "adam", "tol": 0.0001, "validation_fraction": 0.1, "verbose": false, "warm_start": false}, "test/accuracy": 0.8335944844876214, "test/f1_macro": 0.8285945038843159, "test/f1_micro": 0.8335944844876215, "test/p_macro": 0.8232419381191264, "test/p_micro": 0.8335944844876214, "test/r_macro": 0.8359266449919188, "test/r_micro": 0.8335944844876214}}