Table 2.
ML techniques | Comparison parameters | |||||
---|---|---|---|---|---|---|
Small dataset | Large dataset | Conditional independence | Computationally intensive | Large storage | Training corpus | |
Naive Bayes | Excellent | Excellent | Excellent | Good | Excellent | Excellent |
Multiple (logistic)regression | Excellent | Good | Good | Good | Good | Good |
SVM method | Good | Average | Average | Good | Good | Average |
KNN method | Good | Average | Average | Good | Average | Average |
Feature driven SA | Good | Average | Good | Average | Average | Good |
ME classifier | Good | Average | Good | Average | Average | Good |