Dealing with IMBALANCED DATA and saving the model using pickle - SYSTEM HACK - Kaggle Competition

Опубликовано: 01 Апрель 2026
на канале: coder zero
102
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Kaggle Competition : https://www.kaggle.com/c/system-hack-...

What is imbalanced data :    • HOW TO DEAL WITH IMBALANCED DATA ? | Class...  
Github : https://github.com/coderzzero/imbalan...

Documentation:
1. Logistic Regression : https://scikit-learn.org/stable/modul...
2. RandomForestClassifier : https://scikit-learn.org/stable/modul...
3. XGBClassifier : https://xgboost.readthedocs.io/en/lat...
4: ADASYN: https://imbalanced-learn.readthedocs....
5. SMOTE : https://imbalanced-learn.readthedocs....
6: RandomUndersampler : https://imbalanced-learn.readthedocs....


I hope that you like this video. If I have done any mistakes please mention them in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Stay happy :)
#coderzero # imbalanceddata #randomforest #xgboost