Public Code Snippets

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CatBoostRegressor - Training a Regression Model With CatBoost
Python

Regression | Catboost

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38
CatBoost Early Stopping To Avoid Overfitting
Python

Catboost | Python | Early stopping

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59
CatBoost Mulitclass Classification
Python

Catboost | Classification | Multliclass

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32
CatBoostClassifier - Binary Classification with Catboost
Python

Catboost | Classification | Python

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31
XGBoost RandomizedSearchCV - Tuning an XGBoost Regression Model
Python

XGBoost | Randomizedsearchcv

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24
Catboost Classification with GridSearch Hyperparameter Tuning For R
R

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13
XGBoost Early Stopping To Avoid Overfitting
Python

XGBoost | Machine learning

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50
XGBRegressor - Training a Regression Model With XGBoost
Python

Regression | XGBoost | Machine learning

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23
XGBoost Multiclass Classification
Python

XGBoost | Classification

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26
XGBoost Binary Classification
Python

XGBoost | Machine learning | Classification

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18
Label Encoding with LabelBinarizer in Scikit-Learn
Python

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28
Sklearn OneVsRestClassifier - Training a Model with an OvR Strategy
Python

Machine learning | Classification

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15
Sklearn ROC Curve
Python

Machine learning | Classification

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15
Sklearn Precision Recall Curve
Python

Machine learning | Classification

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16
Confusion Matrix Sklearn Example
Python

Machine learning | Classification

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14
Sklearn SGDRegressor - Training a Regression Model With Stochastic Gradient Descent
Python

Machine learning | Python | Gradient Descent

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28
Sklearn SGDClassifier - Training a Classification Model With Stochastic Gradient Descent
Python

Machine learning | Python | Gradient Descent

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18
Sklearn OrdinalEncoder Example
Python

Sklearn | Machine learning

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16
Sklearn SimpleImputer - Replacing NaNs with Column Mean
Python

Cleaning | Sklearn

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12
Sklearn RandomizedSearchCV - Tuning Hyperparameters Using Randomized Search Cross Validation
Python

Sklearn | Machine learning

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18