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DementiaBank 5 fold cv results

  • db_s: prob 169 AD using Serguei's code
  • db_c: prob 169 AD using Changye's code
  • db_full_s: full dementia bank dataset using Serguei's code
  • db_full_c: full dementia bank dataset using Changye's code
dataset con AUC (SD) con ACC (SD) con r with MMSE (SD) dem AUC (SD) dem ACC (SD) dem r with MMSE (SD) ratio AUC (SD) ratio ACC (SD) ratio r with MMSE (SD)
db_s-25-first 0.574 (0.096) 0.553 (0.084) -0.111 (0.175) 0.430 (0.053) 0.456 (0.045) 0.060 (0.178) 0.745 (0.076) 0.69 (0.040) -0.358 (0.064)
db_c-25-first 0.663 (0.016) 0.599 (0.033) -0.205 (0.158) 0.419 (0.071) 0.420 (0.051) 0.090 (0.139) 0.789 (0.056) 0.73 (0.070) -0.434 (0.091)
db_full_s-25-first 0.657 (0.084) 0.647 (0.068) -0.193 (0.176) 0.413 (0.076) 0.439 (0.046) 0.091 (0.191) 0.783 (0.062) 0.74 (0.045) -0.442 (0.079)
db_full_c-25-first 0.668 (0.082) 0.639 (0.079) -0.195 (0.178) 0.454 (0.045) 0.475 (0.087) 0.076 (0.113) 0.757 (0.055) 0.71 (0.032) -0.419 (0.156)
db_s-50-first 0.574 (0.096) 0.553 (0.084) -0.111 (0.175) 0.409 (0.084) 0.444 (0.084) 0.127 (0.195) 0.690 (0.072) 0.63 (0.050) -0.306 (0.092)
db_c-50-first 0.653 (0.081) 0.606 (0.077) -0.193 (0.144) 0.398 (0.077) 0.431 (0.074) 0.140 (0.096) 0.805 (0.068) 0.71 (0.074) -0.424 (0.118)
db_full_s-50-first 0.657 (0.084) 0.647 (0.068) -0.193 (0.176) 0.440 (0.167) 0.475 (0.145) 0.112 (0.260) 0.751 (0.076) 0.69 (0.094) -0.400 (0.101)
db_full_c-50-first 0.678 (0.057) 0.617 (0.030) -0.204 (0.122) 0.425 (0.060) 0.450 (0.039) 0.161 (0.120) 0.799 (0.038) 0.73 (0.048) -0.456 (0.136)
db_s-75-first 0.574 (0.096) 0.553 (0.084) -0.111 (0.175) 0.307 (0.087) 0.391 (0.089) 0.341 (0.194) 0.690 (0.080) 0.61 (0.068) -0.298 (0.132)
db_c-75-first 0.650 (0.061) 0.621 (0.056) -0.183 (0.109) 0.351 (0.116) 0.390 (0.093) 0.278 (0.200) 0.740 (0.091) 0.72 (0.098) -0.332 (0.142)
db_full_s-75-first 0.657 (0.084) 0.647 (0.068) -0.193 (0.176) 0.292 (0.087) 0.375 (0.085) 0.361 (0.144) 0.772 (0.082) 0.74 (0.083) -0.355 (0.042)
db_full_c-75-first 0.662 (0.082) 0.620 (0.092) -0.200 (0.116) 0.315 (0.026) 0.427 (0.030) 0.362 (0.135) 0.767 (0.061) 0.73 (0.055) -0.329 (0.129)
db_s-100-first 0.574 (0.096) 0.553 (0.084) -0.111 (0.175) 0.431 (0.059) 0.448 (0.068) 0.044 (0.155) 0.732 (0.070) 0.69 (0.058) -0.368 (0.081)
db_c-100-first 0.680 (0.037) 0.650 (0.044) -0.218 (0.155) 0.463 (0.094) 0.467 (0.099) 0.033 (0.142) 0.742 (0.061) 0.71 (0.050) -0.364 (0.062)
db_full_s-100-first 0.657 (0.084) 0.647 (0.068) -0.193 (0.176) 0.403 (0.055) 0.387 (0.048) 0.071 (0.154) 0.778 (0.050) 0.70 (0.050) -0.363 (0.043)
db_full_c-100-first 0.677 (0.076) 0.604 (0.079) -0.182 (0.044) 0.413 (0.046) 0.410 (0.043) 0.087 (0.084) 0.772 (0.028) 0.68 (0.060) -0.364 (0.107)