Research Article
TV Stream Structuring
Table 7
Classification of the RepSets after filtering using random sampling method.
| | RS (30 : 70) iterated 5 times | Trailers | Programs | Breaks | | Precision | Recall | Precision | Recall | Precision | Recall |
| | Random forest | 20.49% | 20.58% | 95.31% | 94.80% | 91 % | 91.84% | | Classification Tree | 19.15 % | 22.04% | 94.57% | 94.70% | 90.57% | 90 % | | C4.5 | 26 % | 24.08% | 94.92% | 94.87% | 90.51% | 90.77% | | KNN (10NN) | 29.33% | 26.94% | 94.35% | 93.50% | 88.55% | 90.09% | | Naïve bayes | 2.37% | 68.98% | 99.55% | 67.88% | 93.91% | 75.29% | | SVM (RBF) | 20.49% | 20.58% | 95.31% | 94.80% | 91% | 91.84% | | CN2 | 0% | 0% | 97.20% | 94.24% | 89.21% | 96.11% |
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