roberta-large-semeval2012-mask-prompt-a-nce-classification-conceptnet-validated
/
classification.json
{"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": 0.9245140876902215, "test/f1_macro": 0.921772980100083, "test/f1_micro": 0.9245140876902215, "test/p_macro": 0.9192737227093701, "test/p_micro": 0.9245140876902215, "test/r_macro": 0.9252682360640158, "test/r_micro": 0.9245140876902215}, "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": 0.8748826291079812, "test/f1_macro": 0.7291613865393554, "test/f1_micro": 0.8748826291079812, "test/p_macro": 0.7481389633711759, "test/p_micro": 0.8748826291079812, "test/r_macro": 0.7136694785788519, "test/r_micro": 0.8748826291079812}, "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": 0.6966413867822319, "test/f1_macro": 0.6944965052158584, "test/f1_micro": 0.6966413867822319, "test/p_macro": 0.704726331488278, "test/p_micro": 0.6966413867822319, "test/r_macro": 0.6875600968313859, "test/r_micro": 0.6966413867822319}, "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": 0.9568755651387633, "test/f1_macro": 0.8783850203018726, "test/f1_micro": 0.9568755651387633, "test/p_macro": 0.9095395024852437, "test/p_micro": 0.9568755651387633, "test/r_macro": 0.8570302371867584, "test/r_micro": 0.9568755651387633}, "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": 0.9122532121591977, "test/f1_macro": 0.9103620381025954, "test/f1_micro": 0.9122532121591977, "test/p_macro": 0.9103990445710272, "test/p_micro": 0.9122532121591977, "test/r_macro": 0.9103671935411469, "test/r_micro": 0.9122532121591977}} |