Deep learning-based labor relations prediction system with multi-source data fusion and early warning mechanisms.

Similarly, comparisons against LightGBM (our strongest non-neural baseline at 0.841 accuracy) demonstrate highly significant advantages ( p < 0.001, 95% CI: [0.046, 0.056]), validating claims that multi-modal fusion provides meaningful benefits beyond optimized gradient boosting approaches.

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