Sentiment Classification on Crowdflower
90.71AccuracyFeature Fusion
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Feature FusionStrategy=Feature Fusion2026.02 | 90.71 | 65.54 | 73.99 | 69.51 | |
| Majority VoteStrategy=Majority Vote2026.02 | 90.16 | 70.82 | 69.07 | 69.94 | |
| Confidence WeightedStrategy=Confidence Weighted2026.02 | 88.66 | 78.44 | 61.73 | 69.09 | |
| Simple AverageStrategy=Simple Average2026.02 | 88.63 | 80.34 | 61.29 | 69.53 | |
| Decision FusionStrategy=Decision Fusion2026.02 | 88.63 | 80.34 | 61.29 | 69.53 | |
| Max ConfidenceStrategy=Max Confidence2026.02 | 88.59 | 77.59 | 61.68 | 68.73 | |
| Median AverageStrategy=Median Average2026.02 | 88.35 | 79.49 | 60.65 | 68.8 | |
| Adaptive FusionStrategy=Adaptive Fusion2026.02 | 88.25 | 80.34 | 60.22 | 68.84 | |
| Best IndividualStrategy=Best Individual2026.02 | 87.6 | 77.8 | 58.79 | 66.97 | |
| Modified ResNet50 Features with Gradient Boosting2024.08 | 87 | — | — | — | |
| ResNet50V2Ref=[11], Year=20222024.08 | 75 | — | — | — | |
| Event Concept with Object DetectionRef=[18], Year=20232024.08 | 74 | — | — | — | |
| VGG19Ref=[11], Year=20222024.08 | 73 | — | — | — |