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{
"metric_name": "v_measure_score",
"metric_value": 0.5096442244018489,
"details": {
"optimal_clustering_model_name": "AgglomerativeClustering",
"val_scores": {
"MiniBatchKMeans": {
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"homogeneity_score": 0.5040878200105626,
"completeness_score": 0.5274722391130744
},
"AgglomerativeClustering": {
"v_measure_score": 0.5484270601867571,
"homogeneity_score": 0.5369394189236333,
"completeness_score": 0.5604169964554391
},
"BisectingKMeans": {
"v_measure_score": 0.5376784533072557,
"homogeneity_score": 0.5361001139672913,
"completeness_score": 0.5392661137083645
},
"Birch": {
"v_measure_score": 0.5458063802733484,
"homogeneity_score": 0.5349834585205275,
"completeness_score": 0.5570762476737373
}
},
"test_scores": {
"AgglomerativeClustering": {
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"homogeneity_score": 0.5079528634930609,
"completeness_score": 0.5113468865915328
}
}
}
} |