Advanced Model SVC [0]

SVC has the best accuracy score in the baseline models, so in the following steps, we will improve the SVC by three ways:

1. Decrease the columns.

2. Add several new features and give relatively high weight: words number, words length, repeat time and protantity percentage.

1. Base on words format

2. Base on words meaning

3. Change the key parameters of SVC.

1. Change the kernel

2. Change the penalty C.