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Table 9 Specifications of the SVM-Lib algorithm for portfolio analysis and customer classification

From: An analytics model for TelecoVAS customers’ basket clustering using ensemble learning approach

Parameter

Description

Entrance

Training examples

Core support vector machine

CoreLib

Type of kernel

RBF

Output

Customer classification

Backup vector type

C-SVC(Two-class core type)

Parameter C

0.2

Gamma

0.3

Epsilon

0.001