#playground-series-s6e4
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me me me
Currently working on EDA and Baseline
Hi everyone, I did some exploratory data analysis for the irrigation dataset.
Tried to look at feature distributions, correlations, and class imbalance.
Sharing in case it helps someone working on the competition.
Feedback is welcome!
https://www.kaggle.com/code/adwaittagalpallewar/irrigation-needs-detailed-eda
Nice, I tried a quick xgboost + optuna gpu baseline, got around 0.972 cv without doing anything too crazy.
Also played with a simple threshold tweak after training. On a simple xgb this got me 0.9713 PB.
if anyone wants to check/share ideas:
baseline: https://www.kaggle.com/code/simarbirsinghsandhu/s6e4-xgboost-optuna-gpu-baseline-cv-0-972
threshold: https://www.kaggle.com/code/simarbirsinghsandhu/s6e4-threshold-tuning-free-score-boost
@valid orbit I just joined the Kaggle Discord, ready to learn from all of you guys here. 
This is my First Live Kaggle Comp! Ready to learn so much stuff here 🤓