From: Behavioral signatures related to genetic disorders in autism
Genetic disorder | SVM frequency of assigned class and predicted probabilities | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22q11DS |
Down’s |
PWS |
SMC15 |
TSC |
XXY | Total | |||||||
 | n | Probability | n | Probability | n | Probability | n | Probability | n | Probability | n | Probability | n |
22q11DS | 74 | 0.602 | 1 | 0.092 | 7 | 0.095 | 0 | 0.032 | 6 | 0.15 | 14 | 0.215 | 102 |
Down’s | 0 | 0.027 | 1 | 0.166 | 1 | 0.103 | 0 | 0.097 | 0 | 0.03 | 0 | 0.047 | 2 |
PWS | 7 | 0.099 | 18 | 0.485 | 68 | 0.537 | 9 | 0.301 | 7 | 0.12 | 6 | 0.167 | 115 |
SMC15 | 0 | 0.02 | 0 | 0.11 | 4 | 0.089 | 10 | 0.326 | 0 | 0.05 | 2 | 0.067 | 16 |
TSC | 2 | 0.103 | 0 | 0.044 | 3 | 0.068 | 0 | 0.064 | 30 | 0.43 | 9 | 0.185 | 44 |
XXY | 7 | 0.149 | 1 | 0.103 | 5 | 0.108 | 3 | 0.179 | 7 | 0.22 | 20 | 0.319 | 43 |
Total | 90 | Â | 21 | Â | 88 | Â | 22 | Â | 50 | Â | 51 | Â | 322 |
Accuracy | 74/90 (82%) | 1/21 (10%) | 68/88 (77%) | 10/22 (45%) | 30/50 (60%) | 20/51 (39%) | 203/322 (63%) |