Research Article
TV Stream Structuring
Table 4
RepSet classification using cross-validation sampling method.
| CV 10-folds | Trailers | Programs | Breaks | Precision | Precision | Precision | Recall | Precision | Recall |
| Random forest | 62.16% | 31.08% | 97.75% | 98.19% | 93.24% | 93.49% | Classification Tree | 43.14% | 29.73% | 98.13% | 97.45% | 91.31% | 94.20% | C4.5 | 37.20% | 23.46% | 97.65% | 97.52% | 91.35% | 92.83% | KNN (10NN) | 42.11% | 21.62% | 97.621% | 96.39% | 88.24% | 93.04% | Naïve Bayes | 0.89% | 78.38% | 99.89% | 13.08% | 95.29% | 73.10% | SVM (RBF) | 72.73% | 10.81% | 97.88% | 97.12% | 90.00% | 94.56% | CN2 | 64.86% | 32.43% | 97.02% | 97.94% | 92.82% | 91.66% |
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