asahi417's picture
model update
b793652
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": 0.9282808497815278, "test/f1_macro": 0.9231158234464788, "test/f1_micro": 0.9282808497815278, "test/p_macro": 0.9182505252689431, "test/p_micro": 0.9282808497815278, "test/r_macro": 0.9281929632174357, "test/r_micro": 0.9282808497815278}, "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": 0.8781690140845071, "test/f1_macro": 0.7344378450554528, "test/f1_micro": 0.8781690140845071, "test/p_macro": 0.7592427428725756, "test/p_micro": 0.8781690140845071, "test/r_macro": 0.714663368472674, "test/r_micro": 0.8781690140845071}, "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": 0.7074756229685807, "test/f1_macro": 0.6909774415520612, "test/f1_micro": 0.7074756229685807, "test/p_macro": 0.7036317223224325, "test/p_micro": 0.7074756229685807, "test/r_macro": 0.6873712982854726, "test/r_micro": 0.7074756229685807}, "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": 0.9636920080684427, "test/f1_macro": 0.897209140415802, "test/f1_micro": 0.9636920080684427, "test/p_macro": 0.9167069743983153, "test/p_micro": 0.9636920080684427, "test/r_macro": 0.8799282588815587, "test/r_micro": 0.9636920080684427}, "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": 0.9222814164838609, "test/f1_macro": 0.9206409281367355, "test/f1_micro": 0.9222814164838609, "test/p_macro": 0.9203646143571417, "test/p_micro": 0.9222814164838609, "test/r_macro": 0.9209593888830541, "test/r_micro": 0.9222814164838609}}