Answered step by step
Verified Expert Solution
Question
1 Approved Answer
1 . Download the DryBean dataset. The dataset contains 1 3 6 1 1 instances, 1 6 descriptive features, and the class feature Class in
Download the DryBean dataset. The dataset contains instances, descriptive features, and the class feature Class in column Q You now have to very carefully explore the dataset to identify any issues with in this dataset. Identify the issues and explain how you have addressed these issues. Decide on the bagging and boosting ensemble learning model that you will use. Give justications for why you have selected these ensemble learning models. Discuss the datapreprocessing steps that you have implemented to optimally transform the dataset for the chosen ensemble learning approaches. Note: do not do unnecessary data transformations. Carefully think about the data transformations needed for the selected ensemble learning approach. Provide justications for each of these preprocessing steps. Should you decide not to address a data quality issue, justify this decision.
Download the DryBean dataset. The dataset contains instances, descriptive features,
and the class feature Class in column Q
You now have to very carefully explore the dataset to identify any issues with in this dataset. Identify the issues and explain how you have addressed these issues.
Decide on the bagging and boosting ensemble learning model that you will use. Give justications for why you have selected these ensemble learning models.
Discuss the datapreprocessing steps that you have implemented to optimally transform the dataset for the chosen ensemble learning approaches. Note: do not do unnecessary data transformations. Carefully think about the data transformations needed for the selected ensemble learning approach. Provide justications for each of these preprocessing steps. Should you decide not to address a data quality issue, justify this decision.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access with AI-Powered Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started