THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
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| Label | Accuracy | Issue Count |
| Performance | 100% | 87 |
| Test | 99.59% | 245 |
| Question | 97.02% | 302 |
| Doc | 90.32% | 155 |
| Installation | 84.07% | 113 |
| Example | 80.81% | 99 |
| Bug | 78.66% | 389 |
| Build | 69.87% | 156 |
| onnx | 69.57% | 23 |
| scala | 67.24% | 58 |
| gluon | 44.38% | 160 |
| flaky | 42.78% | 194 |
| Feature | 32.24% | 335 |
| C++ | 29.33% | 75 |
| ci | 28.30% | 53 |
| Cuda | 22.09% | 86 |
Language Detection from Code Snippets in Issues:
| Language | Accuracy |
|---|---|
| Clojure | 98.90% |
| Java | 98.50% |
| Python | 98.30% |
| C++ | 97.20% |
| Scala | 96.30% |
*** In depth analysis with precision, recall, and f1 ***
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| Label | Precision | Recall | F1 Score | Count |
| Performance | 100% | 100% | 100% | 87 |
| Test | 99.59% | 100% | 99.8% | 245 |
| Question | 100% | 97.02% | 98.49% | 302 |
| Doc | 100% | 90.32% | 94.92% | 155 |
| Installation | 100% | 84.07% | 91.35% | 113 |
| Example | 100% | 80.81% | 89.39% | 99 |
| Bug | 100% | 78.66% | 88.06% | 389 |
| Build | 100% | 69.87% | 82.26% | 156 |
| onnx | 80% | 84.21% | 82.05% | 23 |
| scala | 86.67% | 75% | 80.41% | 58 |
| gluon | 62.28% | 60.68% | 61.47% | 160 |
| flaky | 96.51% | 43.46% | 59.93% | 194 |
| Feature | 32.43% | 98.18% | 48.76% | 335 |
| C++ | 55% | 38.6% | 45.36% | 75 |
| ci | 48.39% | 40.54% | 44.12% | 53 |
| Cuda | 22.09% | 100% | 36.19% | 86 |
Classification Report for Language Detection from Code Snippets:
| Language | Precision | Recall | F1 Score |
|---|---|---|---|
| Clojure | 98.31% | 98.90% | 98.61% |
| Python | 98.70% | 98.30% | 98.50% |
| Java | 97.24% | 98.50% | 97.87% |
| C++ | 98.28% | 97.20% | 97.74% |
| Scala | 97.37% | 96.30% | 96.84% |
Precision here representing how accurate our classifier was in correctly labelling an issue given all the times it had predicted that label.
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