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Jun 26, 2017 · Artificial Intelligence

Practical Feature Engineering and Optimization Tips for a Data Mining Competition

The author shares hands‑on experiences from a data‑mining contest, covering categorical feature handling, sliding‑window statistics, feature combination strategies, pandas performance tricks, file organization, and using nohup for remote Linux execution to improve model training efficiency.