relbert-roberta-large-nce-a-nell / classification.json
asahi417's picture
model update
5ba8334
{"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": 0.9028175380442971, "test/f1_macro": 0.901815241446287, "test/f1_micro": 0.9028175380442971, "test/p_macro": 0.8993700429623345, "test/p_micro": 0.9028175380442971, "test/r_macro": 0.9073562129395555, "test/r_micro": 0.9028175380442971}, "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": 0.8288732394366197, "test/f1_macro": 0.6346957553982132, "test/f1_micro": 0.8288732394366197, "test/p_macro": 0.6667306253809796, "test/p_micro": 0.8288732394366197, "test/r_macro": 0.6092911722788138, "test/r_micro": 0.8288732394366197}, "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": 0.6289274106175514, "test/f1_macro": 0.6198817150706762, "test/f1_micro": 0.6289274106175514, "test/p_macro": 0.6256474486563732, "test/p_micro": 0.6289274106175514, "test/r_macro": 0.6164790524742777, "test/r_micro": 0.6289274106175514}, "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": 0.9608402309243931, "test/f1_macro": 0.8839063766078612, "test/f1_micro": 0.9608402309243931, "test/p_macro": 0.8986035347158841, "test/p_micro": 0.9608402309243931, "test/r_macro": 0.8714365721192225, "test/r_micro": 0.9608402309243931}, "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": 0.8843622688812285, "test/f1_macro": 0.8844905148218848, "test/f1_micro": 0.8843622688812285, "test/p_macro": 0.8807768923085576, "test/p_micro": 0.8843622688812285, "test/r_macro": 0.8888266206526341, "test/r_micro": 0.8843622688812285}}