relbert-roberta-large-nce-e-t-rex / classification.json
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model update
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{"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": 0.8882025011300286, "test/f1_macro": 0.8818868766881587, "test/f1_micro": 0.8882025011300286, "test/p_macro": 0.8849765564621864, "test/p_micro": 0.8882025011300286, "test/r_macro": 0.8790205871048657, "test/r_micro": 0.8882025011300286}, "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": 0.8187793427230047, "test/f1_macro": 0.614523761077342, "test/f1_micro": 0.8187793427230048, "test/p_macro": 0.6422517982024457, "test/p_micro": 0.8187793427230047, "test/r_macro": 0.5919636102475823, "test/r_micro": 0.8187793427230047}, "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": 0.6153846153846154, "test/f1_macro": 0.608439250967712, "test/f1_micro": 0.6153846153846154, "test/p_macro": 0.6053074128541134, "test/p_micro": 0.6153846153846154, "test/r_macro": 0.6128145328639968, "test/r_micro": 0.6153846153846154}, "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": 0.9608402309243931, "test/f1_macro": 0.879616547843592, "test/f1_micro": 0.9608402309243931, "test/p_macro": 0.8865746423321241, "test/p_micro": 0.9608402309243931, "test/r_macro": 0.872996030649136, "test/r_micro": 0.9608402309243931}, "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": 0.8799749294891883, "test/f1_macro": 0.8773393679892617, "test/f1_micro": 0.8799749294891883, "test/p_macro": 0.8764212376339331, "test/p_micro": 0.8799749294891883, "test/r_macro": 0.8783168679447839, "test/r_micro": 0.8799749294891883}}