From: G-Tric: generating three-way synthetic datasets with triclustering solutions
Properties | Dataset R | Dataset S | Dataset B | Dataset C |
---|---|---|---|---|
Dataset | ||||
Data type | Real valued | Symbolic | Binary | Integer |
Dimensions | 1000 × 100 × 10 | 1000 × 100 × 10 | 1000 × 100 × 10 | 1000 × 100 × 10 |
Alphabet | [−100, 100] | {1, 2, 3, 4, 5} | {0, 1} | [0, 100] |
Background | Normal (0, 30) | Discrete (0.1, 0.15, 0.3, 0.3, 0.15) | Uniform | Uniform |
Missings | 0% | 0% | 0% | 0% |
Noise | 0% | 0% | 0% | 0% |
Errors | 0% | 0% | 0% | 0% |
Triclusters | ||||
Number | 12 | 12 | 12 | 12 |
Dimensions | U(30, 50) × U(5, 10) × U(2, 4) | U(30, 50) × U(5, 10) × U(2, 4) | U(30, 50) × U(5, 10) × U(2, 4) | U(30, 50) × U(5, 10) × U(2, 4) |
Contiguity | No | No | No | On contexts |
Patterns | All types | Order preserving, constant | Contant | All types |
Missings | 0% | 0% | 0% | 0% |
Noise | 0% | 0% | 0% | 0% |
Errors | 0% | 0% | 0% | 0% |
Noise deviation | 0 | 0 | 0 | 0 |
Overlapping | ||||
Plaid coherency | No overlapping | No overlapping | No overlapping | No overlapping |
% Overlapping trics | 0% | 0% | 0% | 0% |
Max. interactions | 0 | 0 | 0 | 0 |
% Overlapping elems. | 0% | 0% | 0% | 0% |
Restrictions on rows/columns/contexts | 0%/0%/0% | 0%/0%/0% | 0%/0%/0% | 0%/0%/0% |