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ACE-classifier-doc2vec

doc2vec-classifier
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ACE-classifier-doc2vec
File size: 1,545 Bytes
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{
  "training_date": "2025_09_17",
  "total_models_evaluated": 24,
  "top_3_models": [
    {
      "rank": 1,
      "classifier": "SVM",
      "algorithm_type": "PV-DBOW",
      "accuracy": 0.8038461538461539,
      "config": {
        "vector_size": 200,
        "window": 3,
        "min_count": 2,
        "dm": 0
      },
      "files": {
        "classifier": "rank_1_svm_pv-dbow_vs100_w5_mc2_classifier_CALIBRATED_FINAL.pkl",
        "doc2vec": "rank_2_svm_pv-dbow_vs200_w3_mc2_doc2vec.model",
        "metadata": "rank_1_svm_pv-dbow_vs100_w5_mc2_metadata.json"
      }
    },
    {
      "rank": 2,
      "classifier": "SVM",
      "algorithm_type": "PV-DBOW",
      "accuracy": 0.8038461538461539,
      "config": {
        "vector_size": 200,
        "window": 5,
        "min_count": 2,
        "dm": 0
      },
      "files": {
        "classifier": "rank_1_svm_pv-dbow_vs100_w5_mc2_classifier.pkl",
        "doc2vec": "rank_1_svm_pv-dbow_vs100_w5_mc2_doc2vec.model",
        "metadata": "rank_1_svm_pv-dbow_vs100_w5_mc2_metadata.json"
      }
    },
    {
      "rank": 3,
      "classifier": "SVM",
      "algorithm_type": "PV-DBOW",
      "accuracy": 0.7961538461538461,
      "config": {
        "vector_size": 100,
        "window": 3,
        "min_count": 1,
        "dm": 0
      },
      "files": {
        "classifier": "rank_3_svm_pv-dbow_vs100_w3_mc1_classifier.pkl",
        "doc2vec": "rank_3_svm_pv-dbow_vs100_w3_mc1_doc2vec.model",
        "metadata": "rank_3_svm_pv-dbow_vs100_w3_mc1_metadata.json"
      }
    }
  ]
}