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Table 8 The experimental results of dataset TF

From: Building an associative classifier with multiple minimum supports

minsup

\(\sigma\)

1

0.9

0.8

0.7

0.6

0.5

0.4

0.3

0.2

0.1

Maximum likelihood method

 0.02

0.759

0.759

0.759

0.759

0.757

0.758

0.758

0.758

0.758

0.759

 0.03

0.759

0.759

0.759

0.759

0.757

0.758

0.758

0.758

0.758

0.758

 0.04

0.759

0.759

0.759

0.759

0.757

0.758

0.758

0.758

0.758

0.758

Laplace method

 0.02

0.571

0.549

0.526

0.511

0.523

0.538

0.548

0.494

0.504

0.472

 0.03

0.571

0.549

0.526

0.511

0.523

0.538

0.548

0.494

0.504

0.519

 0.04

0.571

0.549

0.526

0.511

0.523

0.538

0.548

0.494

0.504

0.516

Scoring method

 0.02

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

 0.03

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

 0.04

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

0.762

Max χ2 method

 0.02

0.257

0.342

0.640

0.679

0.717

0.722

0.724

0.727

0.726

0.730

 0.03

0.257

0.342

0.640

0.679

0.717

0.722

0.724

0.727

0.726

0.726

 0.04

0.257

0.342

0.640

0.679

0.717

0.722

0.724

0.727

0.726

0.726