Research Article
TV Stream Structuring
Table 9
Table
7 + counting the filtered RepSets.
| | RS (30 : 70) iterated 5 times + filtering | Trailers | Programs | Inter-program | | Precision | Recall | Precision | Recall | Precision | Recall |
| | Random forest | 78.62% | 78.46% | 98.12% | 97.97% | 91 % | 91.39% | | Classification Tree | 76 % | 78.87% | 97.83% | 97.93% | 90.57% | 89.57 % | | C4.5 | 80.88 % | 79.38% | 97.96% | 98% | 90.50% | 90.33% | | KNN (10NN) | 82.55% | 80.10% | 97.75% | 97.48% | 88.55% | 89.65% | | Naïve bayes | 11.25% | 90.67% | 99.75% | 87.69% | 93.9% | 74.93% | | SVM (RBF) | 96.61% | 76.20% | 98.17% | 98% | 90.22% | 92.5% | | CN2 | 97.41% | 73.33% | 98.85% | 97.76% | 89.22% | 95.65% |
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