18IT097-PRINCE UMESHBHAI PATEL
Dataset Description using Orange tool.
What is need to be done to improve the accuracy of the classification result of the given dataset? Get the maximum classification accuracy possible by performing the following methods.
3. Missing value handling
4. Feature Selection
Generate the Dashboard of the preprocessed dataset from task-1.
Find the Maximum data insights by plotting Bar chart, Boxplot, Pie Plot, Stack Plot using PowerBI dashboard visualization.
- Provide a screenshot of the data description and explain in brief.
In this dataset we have total 4601 numbers of instances and 57 numbers of attributes with some missing values.
2. Provide screenshot (s) of data pre-processing steps showing their significance.
Encoding, Normalization, Missing value handling, Feature Selection
3. Provide a screenshot showing accuracy before and after pre-processing.
4. Provide a screenshot of the PowerBI dashboard with a description.