k-means | Algorithm | Keyboard | Keyboard | Touch + signature |
---|---|---|---|---|
algorithm | + touch | + signature | ||
Euclidean distance | KNN | 57.01 | 62.71 | 57.01 |
SVM | 57.45 | 59.64 | 47.36 | |
MLP | 58.77 | 43.85 | 60.52 | |
LIBSVM | 53.07 | 63.59 | 65.35 | |
WiSARD | 55.70 | 67.54 | 61.40 | |
Cityblock distance | KNN | 63.15 | 64.91 | 68.85 |
SVM | 59.64 | 64.03 | 50.00 | |
MLP | 59.21 | 41.22 | 67.98 | |
LIBSVM | 58.77 | 72.80 | 66.66 | |
WiSARD | 62.28 | 66.66 | 65.35 | |
Correlation distance | KNN | 56.14 | 64.03 | 59.21 |
SVM | 49.12 | 59.64 | 46.05 | |
MLP | 57.01 | 53.07 | 64.03 | |
LIBSVM | 54.82 | 65.78 | 65.78 | |
WiSARD | 42.98 | 65.78 | 61.48 | |
Cosine distance | KNN | 57.45 | 66.22 | 57.89 |
SVM | 57.01 | 60.08 | 46.05 | |
MLP | 55.70 | 53.94 | 62.71 | |
LIBSVM | 53.07 | 65.78 | 68.42 | |
WiSARD | 54.38 | 64.03 | 59.64 |