|
Random Protocol – Summary of results obtained by the Bi-modal (Bm), Back propagation (Bp) and Sine net (Sn) ANN models. |
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| ANN Model |
Target |
Mean Accuracy % |
Errors |
||
| FGR (%) |
AGA (%) |
Arithmetic |
Weighted |
||
|
|
|||||
| BM |
75,00 |
84.62 |
79,81 |
80,00 |
5 |
| BP |
75,00 |
84.62 |
79,81 |
80,00 |
5 |
| SN |
75,00 |
76,92 |
75,96 |
76,00 |
6 |
|
The percentage rates of correct classification of FGR and AGA are shown in the testing phase, together with the arithmetic and weighted mean accuracy. FGR: fetal growth restriction; AGA: appropriate for gestational age. BM Bimodal neural network BP: Back propagation neural network SN: Sine net neural network | |||||
Street et al. BMC Pediatrics 2008 8:24 doi:10.1186/1471-2431-8-24 |
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