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{
"metric_name": "v_measure_score",
"metric_value": 0.5141045788711239,
"details": {
"optimal_clustering_model_name": "MiniBatchKMeans",
"val_scores": {
"MiniBatchKMeans": {
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"homogeneity_score": 0.5955190874170961,
"completeness_score": 0.5005147085855427
},
"AgglomerativeClustering": {
"v_measure_score": 0.5163023738694377,
"homogeneity_score": 0.5635562478103336,
"completeness_score": 0.47635986731721597
},
"BisectingKMeans": {
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"homogeneity_score": 0.5307503463138618,
"completeness_score": 0.4498226457773539
},
"Birch": {
"v_measure_score": 0.5163023738694377,
"homogeneity_score": 0.5635562478103336,
"completeness_score": 0.476359867317216
}
},
"test_scores": {
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"homogeneity_score": 0.5421348978484514,
"completeness_score": 0.48883029887612817
}
}
}
} |