I am trying to identify the real and pseudo miRNA in my work by using triplet-svm-classifier software, in triplet-svm-classifier software. First step to predict the secondary str of miRNA using RNAfold 2nd step- triplet element format file is generated using triplet-svm-classifier, 3rd step- using triplet element format and model is used to predict the result. The final result explains the real and pseudo miRNA.
In the final step I am not able to classify the real and pseudo miRNA
This is the result i got from libsvm:
EX1: Accuracy = 0% (0/1) (classification)
Mean squared error = 25 (regression)
Squared correlation coefficient = -1.#IND (regression)
EX2: Accuracy = 100% (1/1) (classification)
Mean squared error = 0 (regression)
Squared correlation coefficient = -1.#IND (regression)