akshatapatel / Iris-Recognition

Iris recognition using applied machine learning on CASIA iris images dataset
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This are my results #6

Open turcucristina opened 1 year ago

turcucristina commented 1 year ago

Are they good?

Recognition results using Different Similarity Measures :

Similarity Measure L1 CRR for Original Feature Set 60.87963 CRR for Reduced Feature Set (107) 66.203704 Name: 0, dtype: object

Similarity Measure L2 CRR for Original Feature Set 54.398148 CRR for Reduced Feature Set (107) 73.611111 Name: 1, dtype: object

Similarity Measure Cosine Distance CRR for Original Feature Set 54.398148 CRR for Reduced Feature Set (107) 75.925926 Name: 2, dtype: object

ROC Measures :

Threshold 0.400000 FMR 0.021739 FNMR 0.700000 Name: 0, dtype: float64

Threshold 0.500000 FMR 0.037634 FNMR 0.605691 Name: 1, dtype: float64

Threshold 0.600000 FMR 0.130303 FNMR 0.401961 Name: 2, dtype: float64