Nikhil Singh's repositories
Voting-Classifier-Diabetes-Prediction
Python - Voting Classifier to improve accuracy by combining the results of base models
SMOTE-Unbalanced-Data-Bank-Marketing
R - Synthetic Minority Oversampling Technique (SMOTE) to handle unbalanced data
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Principal-Component-Analysis-Employee-Attrition-Prediction
Python - Impact of Principal Component Analysis (PCA) on Models: Logistic Regression, Decision Tree, KNN, Naive Bayes, SVM
Language:Jupyter Notebook000
Hyperparameter-Tuning-XGBoost
Python - Tuning parameters of XGBoost alogrithm using Cross-Validation
Churn-Prediction-Model-Telecommunication
Python - Model Comparison | Logistic Regression, Decision Tree, Random Forest, KNN
Language:Jupyter Notebook000
World-Statistics-Exploratory-Analysis
Python - Data Visualization: Choropleth Map, Correlation Matrix, Scatter Plot
Language:Jupyter Notebook000
Natural-Language-Processing-Amazon-Alexa-Reviews
Python - Natural Language Toolkit: model to predict sentiment of customer reviews
Language:Jupyter Notebook000