Table 5.
Results from the RF model changing the numbers of nodes and data structures.
Model | Data Structures | Accuracy |
---|---|---|
RF-9 Nodes | 80% Training-20% Testing | 66.66% |
RF-32 Nodes | 80% Training-20% Testing | 91.66% |
RF-100 Nodes | 80% Training-20% Testing | 83.33% |
RF-9 Nodes | CV & 5 Stratified K-Folds | 81% ± 8% |
RF-32 Nodes | CV & 5 Stratified K-Folds | 79% ± 10% |
RF-100 Nodes | CV & 5 Stratified K-Folds | 79% ± 10% |