[Udemy 100% Off]-Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN) - 100% Free Udemy Discount Coupons For Online Courses

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Tuesday, June 11, 2019

[Udemy 100% Off]-Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

[Udemy 100% Off]-Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)
Description

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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