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Commit f679fc13 authored by Sandra Friebolin's avatar Sandra Friebolin
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Add high temp results BT

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Namespace(architecture='bert-base-uncased', batch_size=10, epochs=5, gradient_accumulation_steps=15, lambda_value=0.4, learning_rate=5e-05, masking=False, max_length=512, mix_up=False, mixlayer=None, mixup_epoch=1, model_type='one', random_seed=1, save_directory='./Results/high_temp_fused_bert_base_rs1_baselines_corrected_semeval.txt', tcontext=False, test_batch_size=10, test_dataset='../datasets/data_splits/semeval_test.txt', threshold=0.05, tmix=False, tokenizer='swp', train_dataset='../datasets/data_splits/high_temp_fused_semeval_loc.txt', train_loop='swp', vcontext=False){'accuracy': 0.8777533039647577, 'f1': 0.672566371681416, 'precision': 0.75, 'recall': 0.6096256684491979}{'accuracy': 1.0, 'f1': 1.0, 'precision': 1.0, 'recall': 1.0}
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Namespace(architecture='bert-base-uncased', batch_size=10, epochs=5, gradient_accumulation_steps=15, lambda_value=0.4, learning_rate=5e-05, masking=False, max_length=512, mix_up=False, mixlayer=None, mixup_epoch=1, model_type='one', random_seed=38, save_directory='./Results/high_temp_fused_bert_base_rs38_baselines_corrected_semeval.txt', tcontext=False, test_batch_size=10, test_dataset='../datasets/data_splits/semeval_test.txt', threshold=0.05, tmix=False, tokenizer='swp', train_dataset='../datasets/data_splits/high_temp_fused_semeval_loc.txt', train_loop='swp', vcontext=False){'accuracy': 0.8810572687224669, 'f1': 0.6707317073170731, 'precision': 0.7801418439716312, 'recall': 0.5882352941176471}{'accuracy': 1.0, 'f1': 1.0, 'precision': 1.0, 'recall': 1.0}
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Namespace(architecture='bert-base-uncased', batch_size=10, epochs=5, gradient_accumulation_steps=15, lambda_value=0.4, learning_rate=5e-05, masking=False, max_length=512, mix_up=False, mixlayer=None, mixup_epoch=1, model_type='one', random_seed=42, save_directory='./Results/high_temp_fused_bert_base_rs42_baselines_corrected_semeval.txt', tcontext=False, test_batch_size=10, test_dataset='../datasets/data_splits/semeval_test.txt', threshold=0.05, tmix=False, tokenizer='swp', train_dataset='../datasets/data_splits/high_temp_fused_semeval_loc.txt', train_loop='swp', vcontext=False){'accuracy': 0.8821585903083701, 'f1': 0.6805970149253731, 'precision': 0.7702702702702703, 'recall': 0.6096256684491979}{'accuracy': 1.0, 'f1': 1.0, 'precision': 1.0, 'recall': 1.0}
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Namespace(architecture='bert-base-uncased', batch_size=10, epochs=5, gradient_accumulation_steps=15, lambda_value=0.4, learning_rate=5e-05, masking=False, max_length=512, mix_up=False, mixlayer=None, mixup_epoch=1, model_type='one', random_seed=666, save_directory='./Results/high_temp_fused_bert_base_rs666_baselines_corrected_semeval.txt', tcontext=False, test_batch_size=10, test_dataset='../datasets/data_splits/semeval_test.txt', threshold=0.05, tmix=False, tokenizer='swp', train_dataset='../datasets/data_splits/high_temp_fused_semeval_loc.txt', train_loop='swp', vcontext=False){'accuracy': 0.8909691629955947, 'f1': 0.6972477064220183, 'precision': 0.8142857142857143, 'recall': 0.6096256684491979}{'accuracy': 1.0, 'f1': 1.0, 'precision': 1.0, 'recall': 1.0}
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Namespace(architecture='bert-base-uncased', batch_size=10, epochs=5, gradient_accumulation_steps=15, lambda_value=0.4, learning_rate=5e-05, masking=False, max_length=512, mix_up=False, mixlayer=None, mixup_epoch=1, model_type='one', random_seed=99, save_directory='./Results/high_temp_fused_bert_base_rs99_baselines_corrected_semeval.txt', tcontext=False, test_batch_size=10, test_dataset='../datasets/data_splits/semeval_test.txt', threshold=0.05, tmix=False, tokenizer='swp', train_dataset='../datasets/data_splits/high_temp_fused_semeval_loc.txt', train_loop='swp', vcontext=False){'accuracy': 0.8931718061674009, 'f1': 0.6996904024767802, 'precision': 0.8308823529411765, 'recall': 0.6042780748663101}{'accuracy': 1.0, 'f1': 1.0, 'precision': 1.0, 'recall': 1.0}
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