Biomedical Application of Identified Biomarkers Gene Expression Based Early Diagnosis and Detection in Cervical Cancer with Modified Probabilistic Neural Network
Algorithm 1
Pseudo code of PNN.
(i)
Let ,b = 0//initializing the vector “” and bias vector “b”
(ii)
SVM is trained and the model is learnt using (3.11)
(iii)
For each ∈ do//sgi–taken as a vector with selected genes illustrating as
(iv)
With f (), classify
(v)
If (f()) < 1//for class label prediction
(vi)
Finding , of familiar data//, are taken as new features
(vii)
Append to familiar data
(viii)
Reduce error function by applying (3.12) and calculate with (3.13)
