In a cambridge hand gesture dataset, I am getting 100% accuracy using 10 fold cross validation? How should I confirm whether this prediction accuracy is correct?
100% accuracy on cross validation is very strange. Try reducing the folds to see if the accuracy changes to ensure that there is no programming error. Especially while calculating accuracy. However if the accuracy is on the training set then its overfitting. Just curious- are you using decision tree?