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robertuito-pos

Token Classification
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robertuito-pos
File size: 2,445 Bytes 
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{
    "test_loss": 0.09433817863464355,
    "test_precision": 0.9727695306642675,
    "test_recall": 0.9727695306642675,
    "test_macro_f1": 0.9103428865750461,
    "test_micro_f1": 0.9727695306642675,
    "test_accuracy": 0.9727695306642675,
    "test_ADJ_f1": 0.8951762523191095,
    "test_ADJ_precision": 0.8985102420856611,
    "test_ADJ_recall": 0.8918669131238447,
    "test_ADP_f1": 0.9671580036203775,
    "test_ADP_precision": 0.9749739311783108,
    "test_ADP_recall": 0.9594663930220626,
    "test_ADV_f1": 0.9267624914442164,
    "test_ADV_precision": 0.9206708975521306,
    "test_ADV_recall": 0.9329352319706018,
    "test_AUX_f1": 0.9430004559963521,
    "test_AUX_precision": 0.9306930693069307,
    "test_AUX_recall": 0.955637707948244,
    "test_CONJ_f1": 0.9970123772940673,
    "test_CONJ_precision": 0.9982905982905983,
    "test_CONJ_recall": 0.9957374254049446,
    "test_DET_f1": 0.9765440068861632,
    "test_DET_precision": 0.9709028669234061,
    "test_DET_recall": 0.9822510822510823,
    "test_INTJ_f1": 0.958139534883721,
    "test_INTJ_precision": 0.9519408502772643,
    "test_INTJ_recall": 0.9644194756554307,
    "test_NOUN_f1": 0.9731118342181881,
    "test_NOUN_precision": 0.9783057851239669,
    "test_NOUN_recall": 0.9679727427597956,
    "test_NUM_f1": 0.9908015768725361,
    "test_NUM_precision": 0.9947229551451188,
    "test_NUM_recall": 0.9869109947643979,
    "test_PART_f1": 0.9842141386410432,
    "test_PART_precision": 0.9795081967213115,
    "test_PART_recall": 0.9889655172413793,
    "test_PRON_f1": 0.984004625168626,
    "test_PRON_precision": 0.9823008849557522,
    "test_PRON_recall": 0.9857142857142858,
    "test_PROPN_f1": 0.9891225525743292,
    "test_PROPN_precision": 0.9869753979739508,
    "test_PROPN_recall": 0.9912790697674418,
    "test_PUNCT_f1": 1.0,
    "test_PUNCT_precision": 1.0,
    "test_PUNCT_recall": 1.0,
    "test_SCONJ_f1": 0.9125364431486881,
    "test_SCONJ_precision": 0.9214916584887144,
    "test_SCONJ_recall": 0.9037536092396535,
    "test_UNK_f1": 0.998003992015968,
    "test_UNK_precision": 0.9960159362549801,
    "test_UNK_recall": 1.0,
    "test_VERB_f1": 0.9802407866923997,
    "test_VERB_precision": 0.9835853928439691,
    "test_VERB_recall": 0.9769188496061549,
    "test_X_f1": 0.0,
    "test_X_precision": 0.0,
    "test_X_recall": 0.0,
    "test_runtime": 7.575,
    "test_samples_per_second": 567.395,
    "test_steps_per_second": 35.512
}