Table 5.
ADAS-Cog13 items with computed scores and normalized scores derived by the FS methods from (ADAS-subset3 & ADAS-subset4).
Feature | IG | CST | ReliefF | Average Scores | |||
---|---|---|---|---|---|---|---|
Score | Normalised | Score | Normalised | Score | Normalised | ||
WORDRECALL | 0.135 | 1.000 | 1956.268 | 1.000 | 0.144 | 0.683 | 0.894 |
COMMAND | 0.049 | 0.246 | 699.447 | 0.242 | 0.026 | 0.100 | 0.196 |
CONSTRUCT | 0.032 | 0.093 | 475.613 | 0.107 | 0.030 | 0.121 | 0.107 |
DELAYWORD | 0.084 | 0.551 | 1327.623 | 0.621 | 0.208 | 1.000 | 0.724 |
NAMING | 0.032 | 0.101 | 472.299 | 0.105 | 0.022 | 0.080 | 0.095 |
IDEATIONAL | 0.038 | 0.150 | 534.736 | 0.143 | 0.015 | 0.047 | 0.113 |
ORIENT | 0.044 | 0.201 | 691.697 | 0.237 | 0.081 | 0.372 | 0.270 |
WORDRECOG | 0.062 | 0.364 | 975.468 | 0.408 | 0.172 | 0.826 | 0.533 |
RMBRTESTINSTR | 0.021 | 0.002 | 298.131 | 0.000 | 0.005 | 0.000 | 0.001 |
LANGUAGE | 0.028 | 0.059 | 389.760 | 0.055 | 0.009 | 0.016 | 0.043 |
WORDFIND | 0.042 | 0.182 | 629.659 | 0.200 | 0.035 | 0.147 | 0.176 |
SPOKENLG | 0.025 | 0.033 | 347.811 | 0.030 | 0.009 | 0.020 | 0.028 |
NUMBERCANCEL | 0.021 | 0.000 | 314.056 | 0.010 | 0.060 | 0.268 | 0.092 |