Weka and Data Mining for STAT 4772/5772

Waikato Environment for Knowledge Analysis

  1. Download and install Weka 3.6.10 from University of Waikato.

  2. Free online MOOC course on Data Mining with Weka by Ian Wittenof, one of authors of DATA MINING - Practical Machine Learning Tools and Techniques book.

  3. WEKA datasets, in .arff Weka format.
  1. 1.1: Data Mining with Weka - Introduction (Class #1, Part #1).

  2. 1.2: Data Mining with Weka - Exploring the Explorer - (Class #1, Part #2).

  3. 1.3: Data Mining with Weka - Exploring datasets - (Class #1, Part #3).

  4. 1.4: Data Mining with Weka - Building a Classifier - (Class #1, Part #4). ( 1.4: Building a classifier )

  5. 1.5: Data Mining with Weka - Using a filter - (Class #1, Part #5).

  6. 1.6: Data Mining with Weka - Visualizing your data - (Class #1, Part #6).

  7. 2.1: Data Mining with Weka - Be a classifier! - (Class #2, Part #1).

  8. 2.2: Data Mining with Weka - Training and testing - (Class #2, Part #2).

  9. 2.3: Data Mining with Weka - Repeated training and testing - (Class #2, Part #3).

  10. 2.4: Data Mining with Weka - Baseline accuracy - (Class #2, Part #3).