Table 7 Dataset IV, and test 1 and 2 parameters
Parameter of | Parameter | Test 1 | Test 2 |
|---|---|---|---|
Dataset | # of data points | 19,226 | 9613 |
Feature extraction | tf-idf | word2vec | |
Training/total ratio | 0.75 | 0.75 | |
Classification algorithm | Tensorflow CNN | LIBSVM | |
Step 2 | \(C_I\) | \(e^{1.0}\) | \(e^{1.0}\) |
\(C_E\) | \(e^{3.0}\) | \(e^{4.0}\) | |
Step 3 | GS edge cut | 400.01 | 3.50 |