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Table 7 Quality settings for datasets with low and high levels of missings, noise and errors

From: G-Tric: generating three-way synthetic datasets with triclustering solutions

Quality

Higher

Lower

Dataset type

R

S

B

C

R

S

B

C

Dataset

        

 Missings

2%

2%

2%

2%

10%

10%

10%

10%

 Noise

10%

10%

10%

10%

30%

30%

30%

30%

 Errors

5%

5%

0%

5%

15%

15%

0%

15%

Triclusters

        

 Missings

2%

2%

2%

2%

5%

5%

5%

5%

 Noise

10%

10%

10%

10%

20%

20%

20%

20%

 Errors

5%

5%

0%

5%

8%

8%

0%

8%

Noise deviation

        

 Real-valued

1

1

1

1

3

1

1

3