|
Project 10.2: Neural Networks Revisted : Report
Summary of Results
The best results for each learning method so far:
| Method |
Accuracy over all testing data (%) |
|
Decision Tree
|
86.0881
|
|
Naive Bayes
|
84.2700
|
|
Neural Network (Revisited)
|
84.0479 (5015 test instances)
83.5862 (16281 test instances)
|
|
Instance Based
|
81.3893
|
|
Foil (Learning sets of Rules)
|
81.3341
|
|
Neural Network
|
77.1329
|
|
Genetic Algorithm
|
76.8932
|
|