Table 5 Decision tree configurations for experiments 1, 2 and 3: three datasets for each combination of language and splitting criteria
42 algorithms generated | Gini index | Information gain | Gain ratio |
|---|---|---|---|
R (rpart, RWeka) | 3 | 3 | 3 |
Python (sklearn) | NA | 3 | 3 |
Java | 3 | 3 | 3 |
DTP (csv) | 3 | 3 | 3 |
DTP (nodes) | 3 | 3 | 3 |