Table 8.
Experimentation 8: The format of the table is the same as Table 6, with the number of features selected for each subset of tests from SFS; normalization was applied to the data before they were used to create the model.
Experimentation N. 8 Normalization with SFS | |||||
---|---|---|---|---|---|
Sub | N.F | TRN | VAL | TST | |
NB | 1…8 | 21 | 91.33 | 91.36 | 91.34 |
S1:8 | 27 | 39.15 | 39.16 | 39.18 | |
LDA | 1…8 | 40 | 93.10 | 93.12 | 93.12 |
S1:8 | 69 | 54.73 | 54.74 | 54.75 | |
QDA | 1…8 | 25 | 96.09 | 96.14 | 96.16 |
S1:8 | 49 | 78.34 | 78.36 | 78.36 |