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5 months ago
FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model
Xiangyu Li Xinjie Shen Yawen Zeng Xiaofen Xing Jin Xu
Abstract
Code Repositories
frinkleko/finreport
Official
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| stock-market-prediction-on-astock | SRL&Factors | Accuray: 69.48 F1-score: 69.28 Precision: 69.54 Recall: 69.41 |
| stock-market-prediction-on-astock | SRL&SDPG | Accuray: 66.10 F1-score: 66.01 Precision: 66.04 Recall: 66.09 |
| stock-market-prediction-on-astock | SDPG&Factors | Accuray: 73.12 F1-score: 72.97 Precision: 73.04 Recall: 72.96 |
| stock-market-prediction-on-astock | Factos Only | Accuray: 63.74 F1-score: 63.66 Precision: 63.67 Recall: 63.71 |
| stock-market-prediction-on-astock | SRL&SDPG&Factors | Accuray: 75.40 F1-score: 75.12 Precision: 75.42 Recall: 75.23 |
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