File size: 4,005 Bytes
9486ad0 |
1 |
{"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": 0.9285821907488323, "test/f1_macro": 0.9245313355619169, "test/f1_micro": 0.9285821907488323, "test/p_macro": 0.9180230357291976, "test/p_micro": 0.9285821907488323, "test/r_macro": 0.9314556963910395, "test/r_micro": 0.9285821907488323}, "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": 0.8676056338028169, "test/f1_macro": 0.7160526589344361, "test/f1_micro": 0.8676056338028169, "test/p_macro": 0.7524932131808587, "test/p_micro": 0.8676056338028169, "test/r_macro": 0.6864353219280247, "test/r_micro": 0.8676056338028169}, "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": 0.6939328277356447, "test/f1_macro": 0.6839321873211963, "test/f1_micro": 0.6939328277356447, "test/p_macro": 0.703718109404317, "test/p_micro": 0.6939328277356447, "test/r_macro": 0.6768035715287194, "test/r_micro": 0.6939328277356447}, "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": 0.9678653404743688, "test/f1_macro": 0.8987867094809483, "test/f1_micro": 0.9678653404743688, "test/p_macro": 0.9107572123586472, "test/p_micro": 0.9678653404743688, "test/r_macro": 0.8878004438323105, "test/r_micro": 0.9678653404743688}, "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": 0.9025383892196803, "test/f1_macro": 0.901704052042147, "test/f1_micro": 0.9025383892196804, "test/p_macro": 0.8994266043834073, "test/p_micro": 0.9025383892196803, "test/r_macro": 0.904170525107305, "test/r_micro": 0.9025383892196803}} |