Question: *Need unique answer* Please fill the given table part (a), (b)* Load the soybean diagnosis data set in Weka (found in Weka-3.6/data/soybean.arff), then perform the
*Need unique answer* Please fill the given table part (a), (b)*
Load the soybean diagnosis data set in Weka (found in Weka-3.6/data/soybean.arff), then perform the following:
a) Build a decision tree by selecting J48 as the classifier and 10-way cross-validation. Then fill out the following table:
| Correctly Classified Instances |
|
| Incorrectly Classified Instances |
|
| Kappa statistic |
|
| Mean absolute error |
|
| Root mean squared error |
|
| Relative absolute error |
|
| Root relative squared error |
|
| Total Number of Instances |
|
b) Build a Nave Bayes classifier and select 10-way cross-validation. Then fill out the following table:
| Correctly Classified Instances |
|
| Incorrectly Classified Instances |
|
| Kappa statistic |
|
| Mean absolute error |
|
| Root mean squared error |
|
| Relative absolute error |
|
| Root relative squared error |
|
| Total Number of Instances |
|
c) Compare between results in previous two sections (a and b), which algorithm give the better result and why?
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
