Skip to main content

Table 10 PBC4cip three contrast patterns for current income high class

From: Supervised machine learning predictive analytics for alumni income

ID

Pattern

Support by Class

Confidence

Low

High

CP1

IF Age_bin != ’<28’ AND School != ’School_Other’ AND Curr_Emp != ’CurrE_Employee’ THEN Class = ’High’

0.32

0.74

0.64

CP2

IF Age_bin != ’<28’ AND Curr_Emp != ’CurrE_Employee’ AND Gender = ’M’ THEN Class = ’High’

0.21

0.61

0.70

CP3

IF People_in_Charge != ’0’ AND Curr_Emp != ’CurrE_Employee’ AND Age_bin != ’<28’ THEN Class = ’High

0.3

0.7

0.66