Image Clustering on Hip radiographs (X-rays) for Singh Index grading (test)
0.936Silhouette ScoreAgglomerative average clustering
Evaluation results
| Method | Links | |
|---|---|---|
| Agglomerative average clusteringNumber of Clusters=22024.11 | 0.936 | |
| Birch clusteringNumber of Clusters=22024.11 | 0.9234 | |
| Agglomerative average clusteringNumber of Clusters=32024.11 | 0.9164 | |
| Birch clusteringNumber of Clusters=32024.11 | 0.9164 | |
| Birch clusteringNumber of Clusters=52024.11 | 0.8709 | |
| Mini batch K-meansNumber of Clusters=22024.11 | 0.8691 | |
| Birch clusteringNumber of Clusters=42024.11 | 0.8683 | |
| Agglomerative average clusteringNumber of Clusters=42024.11 | 0.8681 | |
| Birch clusteringNumber of Clusters=62024.11 | 0.8662 | |
| Agglomerative average clusteringNumber of Clusters=52024.11 | 0.864 | |
| Agglomerative average clusteringNumber of Clusters=62024.11 | 0.8565 | |
| Spectral clusteringNumber of Clusters=22024.11 | 0.8515 | |
| Gaussian mixture (Tied)Number of Clusters=22024.11 | 0.8273 | |
| K-MeansNumber of Clusters=22024.11 | 0.8097 | |
| Gaussian mixture (Tied)Number of Clusters=32024.11 | 0.7903 | |
| Agglomerative Ward clusteringNumber of Clusters=22024.11 | 0.7826 | |
| Spectral clusteringNumber of Clusters=32024.11 | 0.7821 | |
| Agglomerative Ward clusteringNumber of Clusters=42024.11 | 0.7779 | |
| Agglomerative Ward clusteringNumber of Clusters=32024.11 | 0.776 | |
| Spectral clusteringNumber of Clusters=52024.11 | 0.7648 | |
| Spectral clusteringNumber of Clusters=42024.11 | 0.7621 | |
| Gaussian mixture (Tied)Number of Clusters=52024.11 | 0.7612 | |
| Gaussian mixture (Tied)Number of Clusters=42024.11 | 0.7611 | |
| K-MeansNumber of Clusters=42024.11 | 0.7486 | |
| K-MeansNumber of Clusters=32024.11 | 0.7428 | |
| Agglomerative Ward clusteringNumber of Clusters=52024.11 | 0.7372 | |
| Gaussian mixture (Tied)Number of Clusters=62024.11 | 0.7164 | |
| Spectral clusteringNumber of Clusters=62024.11 | 0.7102 | |
| K-MeansNumber of Clusters=52024.11 | 0.7035 | |
| Gaussian mixture (Full)Number of Clusters=22024.11 | 0.7022 | |
| Gaussian mixture (Diag)Number of Clusters=22024.11 | 0.6935 | |
| K-MeansNumber of Clusters=62024.11 | 0.656 | |
| Mini batch K-meansNumber of Clusters=32024.11 | 0.637 | |
| Agglomerative Ward clusteringNumber of Clusters=62024.11 | 0.6232 | |
| Gaussian mixture (Diag)Number of Clusters=32024.11 | 0.6081 | |
| Gaussian mixture (Full)Number of Clusters=32024.11 | 0.5967 | |
| Gaussian mixture (Full)Number of Clusters=42024.11 | 0.5856 | |
| Gaussian mixture (Full)Number of Clusters=62024.11 | 0.5474 | |
| Gaussian mixture (Full)Number of Clusters=52024.11 | 0.5106 | |
| Mini batch K-meansNumber of Clusters=42024.11 | 0.497 | |
| Gaussian mixture (Diag)Number of Clusters=42024.11 | 0.4727 | |
| Gaussian mixture (Diag)Number of Clusters=52024.11 | 0.4286 | |
| Gaussian mixture (Diag)Number of Clusters=62024.11 | 0.4144 | |
| Mini batch K-meansNumber of Clusters=62024.11 | 0.3877 | |
| Mini batch K-meansNumber of Clusters=52024.11 | 0.2233 |