Research Article
TV Stream Structuring
Table 2
Segment classification using cross-validation sampling method.
| | CV 10-folds | Programs | Breaks | | Precision | Recall | Precision | Recall |
| | Random forest | 96.38% | 98.01% | 97.66% | 95.76% | | Classification Tree | 97.29% | 97.48% | 97.09% | 96.87% | | C4.5 | 97.12% | 97.29% | 96.88% | 96.68% | | KNN (10NN) | 95.98% | 96.66% | 96.12% | 95.33% | | Naïve Bayes | 92.36% | 94.93% | 93.97% | 90.95% | | SVM (RBF) | 92.31% | 95.54% | 94.65% | 90.83% | | CN2 | 95.77% | 98.34% | 98.03% | 95.00% |
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