Texts: 1.
(20pts) Describe the dataset (Not copy & paste from the resource!!)
Dataset Name: [Dataset Name]
Dataset Link: [Dataset Link]
A paragraph describing the dataset overall: [Description of the dataset]
A picture of a few records (rows) of the dataset to show the reader the structure: [Insert picture here]
A statement on the number of attributes (columns) and of objects (rows): The dataset consists of [number of attributes] attributes and [number of objects] objects.
A list of the attributes stating their type, format, and a description of what the attribute is:
1. Attribute 1: [Type] - [Format] - [Description]
2. Attribute 2: [Type] - [Format] - [Description]
3. Attribute 3: [Type] - [Format] - [Description]
...
A section about the preprocessing steps you have taken to clean the dataset if any: [Description of preprocessing steps]
2. (15pts) Compute each numeric attribute's mean/min/max/stddev (at least 3 numeric attributes):
- Numeric Attribute 1:
- Mean: [Mean value]
- Minimum: [Minimum value]
- Maximum: [Maximum value]
- Standard Deviation: [Standard Deviation value]
- Numeric Attribute 2:
- Mean: [Mean value]
- Minimum: [Minimum value]
- Maximum: [Maximum value]
- Standard Deviation: [Standard Deviation value]
- Numeric Attribute 3:
- Mean: [Mean value]
- Minimum: [Minimum value]
- Maximum: [Maximum value]
- Standard Deviation: [Standard Deviation value]
...
3. (40pts) Write your own program to convert the dataset to ARFF Weka dataset format:
Program Source Code:
[Insert program source code here]
Snapshot of the running:
[Insert snapshot of the program running here]
4. (20pts) Visualize the dataset to show readers any significant patterns, trends, behaviors, etc. with a small explanation of what is being shown with each visualization. You have to visualize the dataset from different prospects and give at least 2 visualizations (you can use any visualization tool):
Visualization 1: [Description of the first visualization]
[Insert first visualization here]
Visualization 2: [Description of the second visualization]
[Insert second visualization here]
5. Submit the project report that should have a cover page, table of contents, and contents from above. (Cover page and table of content 5pts):
[Insert cover page here]
Table of Contents:
1. Introduction
2. Dataset Description
3. Numeric Attribute Analysis
4. Dataset Conversion to ARFF Format
5. Visualizations
6. Conclusion
7. References