asahi417's picture
add model
38a919e
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": 0.8360705137863492, "test/f1_macro": 0.8352470048901312, "test/f1_micro": 0.8360705137863492, "test/p_macro": 0.808608677150247, "test/p_micro": 0.8360705137863492, "test/r_macro": 0.8765555259765598, "test/r_micro": 0.8360705137863492}, "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": 0.8253521126760563, "test/f1_macro": 0.5472424272729656, "test/f1_micro": 0.8253521126760563, "test/p_macro": 0.7066609488871997, "test/p_micro": 0.8253521126760563, "test/r_macro": 0.5172114051553709, "test/r_micro": 0.8253521126760563}, "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": 0.6495124593716143, "test/f1_macro": 0.6162977541200675, "test/f1_micro": 0.6495124593716143, "test/p_macro": 0.668426317899617, "test/p_micro": 0.6495124593716143, "test/r_macro": 0.5962833363887639, "test/r_micro": 0.6495124593716143}, "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": 0.9288446824789595, "test/f1_macro": 0.8007915290801886, "test/f1_micro": 0.9288446824789595, "test/p_macro": 0.9291567435360673, "test/p_micro": 0.9288446824789595, "test/r_macro": 0.7480519768778556, "test/r_micro": 0.9288446824789595}, "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": 0.7931682858038233, "test/f1_macro": 0.7991218931704932, "test/f1_micro": 0.7931682858038233, "test/p_macro": 0.8279545045622113, "test/p_micro": 0.7931682858038233, "test/r_macro": 0.8174956978309497, "test/r_micro": 0.7931682858038233}}