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 |