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{
"metric_name": "v_measure_score",
"metric_value": 0.5225025331595674,
"details": {
"optimal_clustering_model_name": "MiniBatchKMeans",
"val_scores": {
"MiniBatchKMeans": {
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"homogeneity_score": 0.6042939880544443,
"completeness_score": 0.5088713930700391
},
"AgglomerativeClustering": {
"v_measure_score": 0.5320671961178625,
"homogeneity_score": 0.5784321195121053,
"completeness_score": 0.4925835668838936
},
"BisectingKMeans": {
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"homogeneity_score": 0.5707139382787456,
"completeness_score": 0.47980151668476945
},
"Birch": {
"v_measure_score": 0.5365993974126925,
"homogeneity_score": 0.5836494458740594,
"completeness_score": 0.4965691962164629
}
},
"test_scores": {
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"homogeneity_score": 0.5674992006449608,
"completeness_score": 0.48411717585646613
}
}
}
} |