File size: 4,006 Bytes
46f17e8 |
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": 0.9154738586710863, "test/f1_macro": 0.9105308478206379, "test/f1_micro": 0.9154738586710863, "test/p_macro": 0.904566535107418, "test/p_micro": 0.9154738586710863, "test/r_macro": 0.9176137810172165, "test/r_micro": 0.9154738586710863}, "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": 0.8652582159624413, "test/f1_macro": 0.7157465075284571, "test/f1_micro": 0.8652582159624412, "test/p_macro": 0.7428591587139963, "test/p_micro": 0.8652582159624413, "test/r_macro": 0.6944800268687162, "test/r_micro": 0.8652582159624413}, "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": 0.6841820151679306, "test/f1_macro": 0.6652440461492628, "test/f1_micro": 0.6841820151679306, "test/p_macro": 0.6664783840068459, "test/p_micro": 0.6841820151679306, "test/r_macro": 0.6672062432874404, "test/r_micro": 0.6841820151679306}, "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": 0.9582666759407387, "test/f1_macro": 0.8705160523996387, "test/f1_micro": 0.9582666759407387, "test/p_macro": 0.8618862227232724, "test/p_micro": 0.9582666759407387, "test/r_macro": 0.881943847026891, "test/r_micro": 0.9582666759407387}, "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": 0.9078658727671576, "test/f1_macro": 0.9051927463291504, "test/f1_micro": 0.9078658727671576, "test/p_macro": 0.9041549623237746, "test/p_micro": 0.9078658727671576, "test/r_macro": 0.9063913281569868, "test/r_micro": 0.9078658727671576}} |