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% |
|
|