Dimension Index | 50 | 100 | 150 | 200 | 250 | 300 | 350 | 400 |
Accuracy | ||||||||
D2V | 0.5907 | 0.6508 | 0.6659 | 0.6882 | 0.6901 | 0.6925 | 0.6945 | 0.6993 |
DW | 0.4374 | 0.5102 | 0.5286 | 0.5403 | 0.5344 | 0.5529 | 0.5500 | 0.5592 |
D2V + DW | 0.6125 | 0.6838 | 0.7182 | 0.7304 | 0.7439 | 0.7502 | 0.7565 | 0.7609 |
Logarithm | 0.5975 | 0.6785 | 0.7231 | 0.7464 | 0.7522 | 0.7512 | 0.7609 | 0.7629 |
Modulus | 0.5921 | 0.6644 | 0.7119 | 0.7352 | 0.7352 | 0.7468 | 0.7502 | 0.7580 |
Sigmoid | 0.5475 | 0.6625 | 0.7076 | 0.7231 | 0.7301 | 0.7444 | 0.7507 | 0.7522 |