Data Modeling - SciTegic Training

Overview and Audience: Data Modeling Training

This course covers the use of SciTegic Pipeline Pilot to build data modeling protocols using either Bayesian models or the Decision Trees Collection and is intended for users already familiar with customizing components and developing custom protocols.

This course is a half-day class.

On completion of the workshop attendees should:

• Have the ability to modify and create complex data modeling protocols (Bayesian or Decision Trees) utilizing Pipeline Pilot’s Data Modeling tools.

 

Sample Agenda

• Bayesian Models
  • Bayesian Learning
  • Using a Learned Model
  • Generating Enrichment Plots
  • Typical and Atypical Actives
  • Choosing a Cutoff Point
  • Statistics Table and Graphs
  • Exploring Features
  • Cross-Validation
• Decision Trees Collection
  • Decision Tree Collection Overview
  • Decision Trees vs Bayesian Learning
  • Functionality
  • Terminology
  • Data Sets
  • Putting Out Branches