asahi417's picture
add model
97d0c00
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": 0.923610064788308, "test/f1_macro": 0.9181612533056485, "test/f1_micro": 0.923610064788308, "test/p_macro": 0.9175509126182505, "test/p_micro": 0.923610064788308, "test/r_macro": 0.918987663421106, "test/r_micro": 0.923610064788308}, "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": 0.8495305164319249, "test/f1_macro": 0.6830369838555483, "test/f1_micro": 0.8495305164319249, "test/p_macro": 0.7155462377468901, "test/p_micro": 0.8495305164319249, "test/r_macro": 0.6563676148513509, "test/r_micro": 0.8495305164319249}, "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": 0.6630552546045504, "test/f1_macro": 0.6572125224644058, "test/f1_micro": 0.6630552546045504, "test/p_macro": 0.6611896867246817, "test/p_micro": 0.6630552546045504, "test/r_macro": 0.6562401551803135, "test/r_micro": 0.6630552546045504}, "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": 0.9648744522501217, "test/f1_macro": 0.8873701584242761, "test/f1_micro": 0.9648744522501217, "test/p_macro": 0.8989481632019378, "test/p_micro": 0.9648744522501217, "test/r_macro": 0.8768198864743864, "test/r_micro": 0.9648744522501217}, "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": 0.8959573801316202, "test/f1_macro": 0.8927635190182807, "test/f1_micro": 0.8959573801316203, "test/p_macro": 0.8929021326502212, "test/p_micro": 0.8959573801316202, "test/r_macro": 0.8931207009844084, "test/r_micro": 0.8959573801316202}}