Research Article
TV Stream Structuring
Table 6
Classification of the RepSets after filtering using cross-validation sampling method.
| | CV 10-folds | Trailers | Programs | Breaks | | Precision | Recall | Precision | Recall | Precision | Recall |
| | Random forest | 31.51% | 32.86% | 95.85% | 95.08% | 91.32% | 92.45% | | Classification Tree | 34 % | 24.29% | 94.82% | 94.88% | 90.49% | 91.06% | | C4.5 | 36.51% | 32.86% | 95.55% | 95.68% | 91.96% | 92% | | KNN (10NN) | 58.54% | 34.29% | 96.38% | 94.35% | 90.14% | 94.32% | | Naïve bayes | 2.32% | 70% | 99.60% | 66.03% | 94.11% | 75.92% | | SVM (RBF) | 90% | 12.86% | 96.07% | 94.77% | 90.05% | 94.13% | | CN2 | 20.78% | 22.85% | 94.82% | 94.5% | 90.42% | 90.69% |
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