Research Article
TV Stream Structuring
Table 11
Table
10 + counting the filtered segments.
| | Cross-validation10-folds + filtering | Programs | Breaks | | Precision | Recall | Precision | Recall |
| | Random forest | 97.79% | 98.18% | 94.58% | 93.43% | | Classification Tree | 98.35% | 98.23% | 94.82% | 95.15% | | C4.5 | 98.17% | 98.25% | 94.84% | 94.62% | | KNN (10NN) | 97.47% | 97.97% | 93.40% | 92.52% | | Naïve bayes | 95.53% | 95.26% | 86.17% | 86.90% | | SVM (RBF) | 96.26% | 98.05% | 94% | 88.79% | | CN2 | 97.8% | 98.73% | 96.17% | 93.48% |
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