Functional group classification on FTIR Molecule Dataset C Full 4730 molecules (entire dataset)
94.3AccuracyCNN
Evaluation results
| Method | Links | |
|---|---|---|
| CNNK=32026.03 | 94.3 | |
| SVMK=32026.03 | 89.2 | |
| CNNK=22026.03 | 88.2 | |
| SVMK=22026.03 | 80.1 | |
| CNNIteration=42026.03 | 79.84 | |
| CNNIteration=12026.03 | 79.7 | |
| CNNIteration=62026.03 | 79.28 | |
| CNNIteration=102026.03 | 78.93 | |
| SVMIteration=52026.03 | 78.8 | |
| CNNIteration=Mean2026.03 | 78.43 | |
| CNNK=12026.03 | 78.43 | |
| CNNIteration=82026.03 | 78.31 | |
| CNNIteration=92026.03 | 77.8 | |
| CNNIteration=22026.03 | 77.77 | |
| CNNIteration=72026.03 | 77.12 | |
| CNNIteration=32026.03 | 76.89 | |
| SVMIteration=42026.03 | 70.63 | |
| SVMIteration=102026.03 | 69.51 | |
| SVMIteration=72026.03 | 69.2 | |
| SVMIteration=12026.03 | 69.12 | |
| SVMIteration=82026.03 | 68.83 | |
| SVMIteration=Mean2026.03 | 68.79 | |
| CNNIteration=52026.03 | 68.68 | |
| SVMIteration=22026.03 | 68.55 | |
| SVMK=12026.03 | 68.42 | |
| SVMIteration=32026.03 | 68.3 | |
| SVMIteration=62026.03 | 67.92 | |
| SVMIteration=92026.03 | 67.22 |