Research Article
TV Stream Structuring
Table 10
Classification of the segments after filtering using cross-validation sampling method.
| | Cross-validation10-folds | Programs | Breaks | | Precision | Recall | Precision | Recall |
| | Random forest | 96.56% | 97.14% | 93.91% | 92.72% | | Classification Tree | 97.44% | 97.23% | 94.20% | 94.63% | | C4.5 | 97.26% | 97.45% | 94.63% | 94.23% | | KNN (10NN) | 96.05% | 96.81% | 93.18% | 91.63% | | Naïve bayes | 92.93% | 92.48% | 84.35% | 85.23% | | SVM (RBF) | 94.17% | 96.94% | 93.15% | 87.38% | | CN2 | 96.59% | 98.03% | 95.72% | 92.73% |
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