ACE-classifier-doc2vec / model_summary.json
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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"
}
}
]
}