File size: 4,010 Bytes
590e2d3 |
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": 0.8265782733162573, "test/f1_macro": 0.8097358007943485, "test/f1_micro": 0.8265782733162573, "test/p_macro": 0.7879485318065537, "test/p_micro": 0.8265782733162573, "test/r_macro": 0.8445122977704808, "test/r_micro": 0.8265782733162573}, "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": 0.7572769953051643, "test/f1_macro": 0.44873901164798935, "test/f1_micro": 0.7572769953051643, "test/p_macro": 0.5778765232994144, "test/p_micro": 0.7572769953051643, "test/r_macro": 0.49365001181468654, "test/r_micro": 0.7572769953051643}, "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": 0.5211267605633803, "test/f1_macro": 0.4144470035861812, "test/f1_micro": 0.5211267605633803, "test/p_macro": 0.4771689923529215, "test/p_micro": 0.5211267605633803, "test/r_macro": 0.41646163692435545, "test/r_micro": 0.5211267605633803}, "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": 0.8593586979202894, "test/f1_macro": 0.7164045411277497, "test/f1_micro": 0.8593586979202894, "test/p_macro": 0.8203298213697928, "test/p_micro": 0.8593586979202894, "test/r_macro": 0.6673905887740385, "test/r_micro": 0.8593586979202894}, "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": 0.8549044186775305, "test/f1_macro": 0.852498730871873, "test/f1_micro": 0.8549044186775305, "test/p_macro": 0.8490215501231803, "test/p_micro": 0.8549044186775305, "test/r_macro": 0.8566283262567396, "test/r_micro": 0.8549044186775305}} |