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Table 2 SVM prediction on test data. This table displays the numbers of true and wrong predictions by the SVM classifier on test data, taken from 18 patient samples not involved in training the classifier. Rows hold the category the cells have been assigned to by manual gating, columns hold the SVM predicted category. In brackets: Percentage of cells in that gating-assigned category.

From: Automated in-silico detection of cell populations in flow cytometry readouts and its application to leukemia disease monitoring

 

SVM Leukemic

SVM Physiological

Total

Leukemic by gating

37,536 (99.78%)

83 (0.22%)

37,619

Physiological by gating

1,602 (1.13%)

140,779 (98.87%)

142,381

   Total

39,138 (27.7%)

140,862 (78.3%)

180,000