Chapter 8. CLEM Scripting
In this chapter, we will cover:
- Building iterative Neural Network forecasts
- Quantifying variable importance with Monte Carlo simulation
- Implementing champion/challenger model management
- Detecting outliers with the jackknife method
- Optimizing K-means cluster solutions
- Automating time series forecasts
- Automating HTML reports and graphs
- Rolling your own modeling algorithm – Weibull analysis
Introduction
IBM SPSS Modeler is the core product in an incredibly powerful and scalable predictive analytics platform. The visual, point-n-click Modeler interface makes it almost immediately accessible to business analysts or anyone with a quantitative background. However, having a tool that is easy to use but cannot be automated severely limits ...
Get IBM SPSS Modeler Cookbook now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
