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Table 12 Finn agreement test for FinG 2 with and without visualization tool

From: Investigating factors that affect the human perception on god class detection: an analysis based on a family of four controlled experiments

Program

Visualization

#class

#part

Finn

p-value

Agreement level

Monopoly

Without

8

14

0.717

3.68e-14

Substantial

 

With

6

11

0.636

1.44e-06

Substantial

 

From without visualization to with visualization evolution

 

SAME

Tetris

Without

6

14

0.758

5.19e-13

Substantial

 

With

8

11

0.636

2.94e-08

Substantial

 

From without visualization to with visualization evolution

 

SAME

Tic Tac Toe

Without

4

13

0.667

3.73e-06

Substantial

 

With

5

11

0.68

1.17e-06

Substantial

 

From without visualization to with visualization evolution

 

SAME

Chess

Without

8

11

0.755

4.2e-13

Substantial

 

With

8

14

0.739

1.67e-15

Substantial

 

From without visualization to with visualization evolution

 

SAME

Jackut

Without

6

11

0.612

4.98e-06

Substantial

 

With

4

14

0.516

0.000604

Moderate

 

From without visualization to with visualization evolution

 

DECR

Solitaire

Without

6

11

0.745

7.38e-10

Substantial

 

With

6

14

0.579

1.54e-06

Moderate

 

From without visualization to with visualization evolution

 

DECR