How to achieved Matlab code for high precision, recall and F-measure values in ANN or PNN ?

In My Project whitefly and Thrip identification algorithm achieved high precision, recall and F-measure values. The Algorithm is ANN and PNN Both...

My Paper Title is " Combination of image processing and artificial neural networks as a novel approach for the identification of Bemisia tabaci and Frankliniella occidentalis on sticky traps in greenhouse agriculture "

I neead a MATLAB Code for given parameters... How to find this parameters values in both ANN and PNN via MATLAB CODE??

Answer 1

[Piyush Kumar]

@Pantech Trichy,

You can use confusion function to calculate false negative (FN), false positive (FP), true positive (TP), true negative (TP) and then calculate the parameters using formulae -

• precision = TP / (TP + FP);
• recall = TP / (TP + FN);
• f_measure = 2 * (precision * recall) / (precision + recall);