In this research, one of the parameter of Virtual Learning Environment is internet usage of college student's data set is to be analyzed and concluded that in "WEKA TOOL" to visualize the output chart by the De
Each model will be described in terms of the functions used train the model and a function used to make predictions. 1.1 Sub-model #1: k-Nearest Neighbors The k-Nearest Neighbors algorithm or kNN uses the entire training dataset as the model. Therefore training the model involves retaining the...
Now that we know how a decision tree algorithm can be modified for use with the Random Forest algorithm, we can piece this together with an implementation of bagging and apply it to a real-world dataset. 2. Sonar Dataset Case Study In this section, we will apply the Random Forest algorith...