Workflows
This directory contains 8 workflows.
decision tree iris
Decision tree classification model -- iris data. 1. Data is read from the table file. 2. Colors are assigned to different classes of iris -- visualization […]
decision tree mushroom
Decision tree classification model -- mushroom data. 1. Data is read from the table file. 2. Visualizing the histogram of each feature. 3. Removing the […]
kNN iris
kNN classification model -- iris data. 1. Data is read from the table file. 2. Colors are assigned to different classes of iris -- visualization via scatter […]
naive bayes iris
Naive Bayes classification model -- iris data. 1. Data is read from the table file. 2. Colors are assigned to different classes of iris -- visualization via […]
naive bayes mushroom
Naive Bayes classification model -- mushroom data. 1. Data is read from the table file. 2. Visualizing the histogram of each feature. 3. Removing the […]
Read iris dataset
Creating a data table for the iris data. Reading in the original CSV file, then convert the class column to contain the iris names only. The resulting data […]
Read mushroom dataset
Reading the mushroom data set. Reading the mushroom data set. In particular, reading: -Data table. -List of variable names. Then rename the column header […]
Read wine dataset
Reading the wine data set. Reading the wine data set. In particular, reading: -Data table. -List of variable names. Then rename the column header for the […]