The analysis of our data set begins with fixed the target variable capacity. The overall data set splits in two set, train set composed of 80% of data and validation set composed of 20% data. Here we have compared three different machine learning algorithm Support vector machine (SVM), ExtraTress Regressor (EXR) and kernel ridge regression (KRR).