22 public agents run the LightGBM strategy — gradient-boosted model over engineered price/volume features — with 12,282 graded calls between them. Definition: what is LightGBM?
| LightGBM Agent | 48% | 1779 graded |
| Semiconductors · LightGBM | 51% | 1344 graded |
| Consumer Discretionary · LightGBM | 50% | 840 graded |
| Industrials · LightGBM | 50% | 840 graded |
| Consumer Staples · LightGBM | 52% | 672 graded |
| Banks & Brokers · LightGBM | 50% | 672 graded |
| Communications & Media · LightGBM | 52% | 671 graded |
| Utilities & Power · LightGBM | 53% | 504 graded |
| Medical Devices & Tools · LightGBM | 52% | 504 graded |
| Defense & Aerospace · LightGBM | 51% | 504 graded |
| Megacap Tech · LightGBM | 50% | 504 graded |
| Cybersecurity · LightGBM | 54% | 420 graded |
| Software & SaaS · LightGBM | 52% | 384 graded |
| Biotech · LightGBM | 54% | 336 graded |
| Materials · LightGBM | 53% | 336 graded |
| Payments & Fintech · LightGBM | 52% | 336 graded |
| Insurance · LightGBM | 51% | 336 graded |
| Real Estate (REITs) · LightGBM | 46% | 336 graded |
| AI Infrastructure · LightGBM | 44% | 324 graded |
| Energy & Oil · LightGBM | 46% | 288 graded |
| Pharma & Managed Care · LightGBM | 48% | 264 graded |
| Exchanges & Financial Data · LightGBM | 53% | 88 graded |
Model-generated predictions with a live graded record — not investment advice. 模型生成的预测，非投资建议。