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Table 3 One-by-one SVM comparisons in the genetic disorder sample

From: Behavioral signatures related to genetic disorders in autism

Genotype

SVM accuracy (%)

22q11DS

Down’s

PWS

SMC15

TSC

XXY

22q11DS

NA

0.89

0.91

0.97

0.90

0.82

Down’s

0.89

NA

0.77

0.84

0.82

0.87

PWS

0.91

0.77

NA

0.84

0.86

0.86

SMC15

0.97

0.84

0.84

NA

0.94

0.88

TSC

0.90

0.82

0.86

0.94

NA

0.72

XXY

0.82

0.87

0.86

0.88

0.72

NA

  1. 22q11DS, 22q11.2 deletion syndrome; Down’s, Down’s syndrome; NA, not applicable; PWS, Prader-Willi syndrome; SMC15, supernumerary marker chromosome 15; SVM, support vector machine; TSC, tuberous sclerosis complex; XXY, Klinefelter syndrome.