Scientific Programming / 2018 / Article / Tab 7

Research Article

Application of the Polyhedral Conic Functions Method in the Text Classification and Comparative Analysis

Table 7

Results for multiclass text classification on real-world datasets.

Algorithm 5Algorithm 6Naive BayesClassification via regressionJ48

BHPAccuracy (%)72.0956.7472.0999.06100
Time (sec.)29.0876.500.020.010.04

CNAE-9Accuracy (%)10099.6996.1370.0294.41
Time (sec.)173.24428.730.17.120.95

TTCAccuracy (%)--87.7587.7593
Time (sec.)--169.09192.4931.18

DBWorld e-mailsAccuracy (%)10098.4398.4387.592.18
Time (sec.)0.720.90.010.040.02

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