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Overall results (macro avg) | P | R | F |
LR | 0.66 | 0.59 | 0.62 |
SVM | 0.59 | 0.46 | 0.52 |
Bert-base Binary Classifiers (oversample) | |||
Bert-base - (Zuhaitz-TF) - oversample max | 0.67 | 0.56 | 0.60 |
Bert-base - (Transformers-Pytorch) - oversample max | 0.68 | 0.56 | 0.61 |
Electra-base - (Transformers-Pytorch) - oversample max | 0.69 | 0.54 | 0.58 |
RoBerta-base - (Transformers-Pytorch) - oversample max | 0.6871 | 0.6162 | 0.6466 |
RoBerta-large - (Transformers-Pytorch) - oversample max | 0.65 | 0.65 | 0.65 |
Bert-large-cased - (Transformers-Pytorch) - oversample max | 0.63 | 0.59 | 0.60 |
Electra-large - (Transformers-Pytorch) - oversample max | 0.65 | 0.48 | 0.53 |
BigBird-base-(2048) - (Transformers-Pytorch) - oversample max | 0.66 | 0.58 | 0.61 |
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