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The HPBIN Procedure
Overview
Bucket Binning
Winsorized Binning
Quantile Binning
Pseudo–Quantile Binning
PROC HPBIN Features
Getting Started
Syntax
PROC HPBIN Statement
CODE Statement
FREQ Statement
ID Statement
INPUT Statement
PERFORMANCE Statement
TARGET Statement
Details
Computing the Quantiles (Percentiles)
Binning Computation and Formulas
Computing the Weight of Evidence and Information Value
Data Output
ODS Tables
Examples
Bucket Binning in Single-Machine Mode
Pseudo–Quantile Binning in Distributed Mode
Quantile Binning in Distributed Mode
Winsorized Binning
Bucket Binning and Weight-of-Evidence Computation
Examples
Subsections:
4.1 Bucket Binning in Single-Machine Mode
4.2 Pseudo–Quantile Binning in Distributed Mode
4.3 Quantile Binning in Distributed Mode
4.4 Winsorized Binning
4.5 Bucket Binning and Weight-of-Evidence Computation
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