Input: Please enter Amino Acid Sequence only.

 

Output: For each subcellular location, probability is calculated for predictions. The Metrics used for kNN is cosine and for PNN euclidean distance respectively. The probability of given prediction is calculated from the formula

 

Probability using kNN Method =constant*cosine/Number of subcellular localization of nearest protein

Probability using PNN Method =constant*[average euclidean distance of predicted subcell location/Total euclidean distance]

Probability using SVM Method =constant*[sensitivity of model used to predict given subcell location/Total sensitivity of model for all subcell location]

The value of constant is based on overall accuracy obtained for a range of cosine value.