RF, Adabost.M1, DwcisionTree, Logistic Regression , Naive Bayes, Neural Network, CNN, K-mean , Linear regress

How to download and install R

How to set your working directory import your data and detect rows containing missing values 

For binary classification

Training and prediction using the Random Forest model , prediction accuracy, Confusion matrix  and confidence interval 

Training and prediction using the  Adabost.M1 model , prediction accuracy, Confusion matrix and confidence interval 

Training and prediction using the Decision Tree model , prediction accuracy, Confusion matrix and confidence interval

Training and prediction using the logistic regression model, prediction accuracy, confusion matrix and confidence interval 

Training and prediction using the Naive Bayes model, prediction accuracy, confusion matrix and confidence interval 

Training and prediction using the Neural Network model , prediction  accuracy, confusion matrix and confidence interval 

Training and prediction using the Convolutional neural network (KNN) , prediction accuracy, confusion matrix and confidence interval 

How to combine models to predict 

Missing values treatment ,variables selection and prediction using a linear regression model   

K mean Clustering 

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Data Science, Machine learning with R
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Data Science, Machine learning with R
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