Research Article
TV Stream Structuring
Table 5
RepSet classification using random sampling method.
| | RS (30 : 70) iterated 5 times | Trailers | Programs | Breaks | | Precision | Recall | Precision | Recall | Precision | Recall |
| | Random forest | 62.50% | 13.46% | 97.85% | 97.82% | 91.87% | 94.34% | | Classification Tree | 29.91% | 13.46% | 98.00% | 97.23% | 90.49% | 94.28% | | C4.5 | 36.54% | 25.68% | 97.72% | 97.77% | 92.17% | 92.95% | | KNN (10NN) | 28.57% | 9.23% | 97.41% | 96.05% | 87.15% | 92.83% | | Naïve Bayes | 0.92% | 76.54% | 99.94% | 35.23% | 93.96% | 77.69% | | SVM (RBF) | 72.73% | 10.81% | 97.88% | 97.12% | 90.00% | 94.56% | | CN2 | 27.16% | 8.46% | 97.89% | 97.07% | 90.22% | 94.59% |
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