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Using Hadoop and Spark for Distributed Predictive Modeling
Using Hadoop and Spark for Distributed Predictive Modeling The newer predictive modeling tools are powerful but they work best when supported by a lot of computing power. Parallel processing is ...- Authors: Dihui Lai, Qichun Xu
- Date: Jul 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
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UseTree-based Algorithm for Predictive Modeling in Insurance
UseTree-based Algorithm for Predictive Modeling in Insurance In this article, we will overview some popular tree-based models and understand how such models may be applied to the insurance ...- Authors: Dihui Lai, Bingfeng Lu
- Date: Dec 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Understanding Autoregressive Model for Time Series
Understanding Autoregressive Model for Time Series In this article, we are going to discuss the AR model by making connections to time-dependent ordinary differential equations. Time series; ...- Authors: Dihui Lai, Bingfeng Lu
- Date: Jun 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Forecasting; Predictive Analytics