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. 2022 Feb 8;19:44. doi: 10.1186/s12974-022-02404-2

Table 8.

Sample classification after LDA to discriminate between CSF samples from patients with Relapse–remitting multiple sclerosis (RRMS) and non-inflammatory diseases of the CNS (N-INF) based on the identified protein spots

Classification resultsb,c
Disease Predicted Group Membership Total
RRMS N-INF
Original
 Count RRMS 67 2 69
N-INF 12 30 42
 % RRMS 97.1 2.9 100
N-INF 28.6 71.4 100
Cross-validateda
 Count RRMS 67 2 69
N-INF 14 28 42
 % RRMS 97.1 2.9 100
N-INF 33.3 66.7 100

aCross validation is done only for those cases in the analysis. In cross validation, each sample is classified by the functions derived from all samples other than the one under analysis

b87.4% of original grouped cases correctly classified

c85.6% of cross-validated grouped cases correctly classified