MMSE stats, 2 class

Zmienna zależna wyskalowana w niewłaściwy sposób. Zobacz ??? — Marek Grochowski 2015/01/08 19:47

Data: mmse1_f_c2_lt8.gmd

  • vectors 21
  • features 6 (avg, std, kr, sk, min, max from MMSE 1)
  • classes: 2 (raven_scaled_pn < 8) 10 (47.6%), 11 (52.4%)

Classification

  • GM
  • Test : 10 x 5 CV (stratified)
  • Transfromation: standarization
Conf. Acc [%] std note
kNN k=3, Euclid 69.9 18.8
SVM, Gauss, b=0.22 65.0 17.3 16 SV (almost all training data)

PCA

MDS

Data

  • vectors 22
  • features 6 (avg, std, kr, sk, min, max from MMSE 1)
  • classes: 2 (raven_scaled_pn < 9) 14 (63.6%), 8 (36.4%)

Classification

  • GM
  • Test : 10 x 5 CV (stratified)
  • Transfromation: standarization
Conf. Acc [%] std note
nic powyżej 63%

PCA

MDS