Research Article
TV Stream Structuring
Table 8
Table
6 + counting the filtered RepSets.
| | CV 10-folds + filtering | Trailers | Programs | Breaks | | Precision | Recall | Precision | Recall | Precision | Recall |
| | Random forest | 71.69% | 77% | 98% | 98.24% | 91.32% | 92.14% | | Classification Tree | 77% | 74% | 97.48% | 98.14% | 90.49% | 90.76% | | C4.5 | 75.12% | 77% | 97.83% | 98.51% | 91.96% | 91.69% | | KNN (10NN) | 84.5% | 77.45% | 98.23% | 97.89% | 90.14% | 94% | | Naïve bayes | 8,12% | 89.7% | 99.75% | 84.53% | 94.11% | 75.66% | | SVM (RBF) | 91.66% | 70.1% | 98% | 97.43% | 90.05% | 93.81% | | CN2 | 67,26% | 73,5% | 97,5% | 97,4% | 90,42% | 90,38% |
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