TV Stream Structuring

Table 3

Segment classification using random sampling method (30% to train and 70% to test).

RS (30 : 70) iterated 5 times	Programs		Breaks
	Precision	Recall	Precision	Recall
Random forest	96.17%	97.08%	96.59%	95.55%
Classification Tree	96.29%	96.76%	96.25%	95.71%
C4.5	96.46%	97.03%	96.56%	95.89%
KNN (10NN)	95.16%	96.19%	95.56%	94.36%
Naïve Bayes	92.41%	94.88%	93.92%	91.02%
SVM (RBF)	94.37%	96.44%	95.79%	93.38%
CN2	95.31%	97.71%	97.28%	94.46%