| { | |
| "metric_name": "v_measure_score", | |
| "metric_value": 0.5133038855338062, | |
| "details": { | |
| "optimal_clustering_model_name": "Birch", | |
| "val_scores": { | |
| "MiniBatchKMeans": { | |
| "v_measure_score": 0.510867661944874, | |
| "homogeneity_score": 0.5605115011968407, | |
| "completeness_score": 0.469302128698923 | |
| }, | |
| "AgglomerativeClustering": { | |
| "v_measure_score": 0.5147662040011469, | |
| "homogeneity_score": 0.5531310208295678, | |
| "completeness_score": 0.48137812268486785 | |
| }, | |
| "BisectingKMeans": { | |
| "v_measure_score": 0.4918319882518622, | |
| "homogeneity_score": 0.5376041031234438, | |
| "completeness_score": 0.45324249905198777 | |
| }, | |
| "Birch": { | |
| "v_measure_score": 0.51740915477174, | |
| "homogeneity_score": 0.5588139550196363, | |
| "completeness_score": 0.4817167967576891 | |
| } | |
| }, | |
| "test_scores": { | |
| "Birch": { | |
| "v_measure_score": 0.5133038855338062, | |
| "homogeneity_score": 0.5481383517989595, | |
| "completeness_score": 0.4826323579250646 | |
| } | |
| } | |
| } | |
| } |