asahi417's picture
add model
4376f4b
raw
history blame
4 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": 0.9278288383305711, "test/f1_macro": 0.9233353025731263, "test/f1_micro": 0.9278288383305711, "test/p_macro": 0.920673496648707, "test/p_micro": 0.9278288383305711, "test/r_macro": 0.9262338775472928, "test/r_micro": 0.9278288383305711}, "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": 0.8809859154929578, "test/f1_macro": 0.7412230050431491, "test/f1_micro": 0.8809859154929578, "test/p_macro": 0.786036817249991, "test/p_micro": 0.8809859154929578, "test/r_macro": 0.7063859867556633, "test/r_micro": 0.8809859154929578}, "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": 0.7177681473456121, "test/f1_macro": 0.7028341351536899, "test/f1_micro": 0.7177681473456122, "test/p_macro": 0.7055347536028899, "test/p_micro": 0.7177681473456121, "test/r_macro": 0.7053010237544773, "test/r_micro": 0.7177681473456121}, "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": 0.9682131181748627, "test/f1_macro": 0.8931223998696634, "test/f1_micro": 0.9682131181748627, "test/p_macro": 0.9362220015878635, "test/p_micro": 0.9682131181748627, "test/r_macro": 0.8640011043619675, "test/r_micro": 0.9682131181748627}, "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": 0.914133500470072, "test/f1_macro": 0.9109123462416034, "test/f1_micro": 0.914133500470072, "test/p_macro": 0.9153548572220679, "test/p_micro": 0.914133500470072, "test/r_macro": 0.9076502334085736, "test/r_micro": 0.914133500470072}}