### Xgboost :Model tuning in Crossvalidation using caret in R

Introduction
Here will discuss about the Xgboost model parameter's tuning using caret package in R.Let's begin.Open your R console and follow along.
Importing libraries
Importing the library mlbench for sonar dataset and caret package...

### Deep learning in R

Introduction to Deep learning in R
It is precise Demo on Deep learning for Machine Learning using h2o in R. H2O is “The Open Source In-Memory, Prediction Engine for Big Data Science”.The...

### Decision Tree for data analytics in R

Precise Demo on Decision Tree for Machine Learning and Data Analytics in R.Open RStudio and begin typing in the same things as below.Learn by Practice!!
#### Decision Tree is like taking...

### K-means Clustering for Data Analytics in R

Introduction
Here we will know about "how to perform k-means clustering in R" and "how to find best value of k in k-means clustering"
Importing library
Let's open RStudio and follow along !!
Let's import...

### What are Dimentionality Reduction Techniques

Introduction
Consider the case where you are being provided a data set which has say ten thousand independent variables or columns or predictor variables and say ten millions of records or observations...

### Logistic Regression output interpretation in R

Introduction
This is for you if you are looking for interpretation of p-value,coefficient estimates,odds ratio,logit score and how to find the final probability from logit score in logistic regression in R.
Let's begin...

### Deviance and AIC for Logistic Regression in R

Introduction
This is for you,if you are looking for Deviance,AIC,Degree of Freedom,interpretation of p-value,coefficient estimates,odds ratio,logit score and how to find the final probability from logit score in logistic regression in R.
Importing...

### Avoid Over fitting & start crossvalidation

Introduction
If you want to learn what is K-fold cross-validation and how is it done in R,then please follow along.Open your RStudio and have fun!!
What is Cross-validation
A model is usually given a...