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GitHub topics: quantile-transformer

sadpepep/ML_preprocessing

Data preprocessing for machine learning modelling. Quantile transformation for the outliers removal, replacing NULLs with medians, using target encoder and Z-score standardisation for the numeric variables.

Language: Jupyter Notebook - Size: 2.53 MB - Last synced at: 9 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

NavindaFernando/Feature-Extraction

Heart Risk Level Predicting Regression Model & Web using Feature Engineering and Data Preprocessing :baby_chick:

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AvinandanBose/Credit-Card-Fraud-Detection-Machine-Learning-

Credit Card Fraud Detection using Python and Machine Learning.

Language: Jupyter Notebook - Size: 77.5 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
machine-learning 3 quantile-transformer 3 target-encoding 1 z-score-normalization 1 categorical-encoding 1 feature-engineering 1 flask 1 handling-outlier 1 html5 1 joblib 1 label-encoding 1 numpy 1 pandas 1 polynomial-features 1 scaling 1 artificial-intelligence 1 credit-card 1 creditcard 1 decision-trees 1 logistic-regression 1 machine-learning-algorithms 1 matplotlib 1 matplotlib-pyplot 1 oversampling 1 pca 1 python 1 random-over-sampling 1 random-under-sampling 1 seaborn 1 smote-sampling 1 stratified-cross-validation 1 support-vector-machines 1 tomek-link-elimination 1