As asked model is checked with gradient boosting and accuracy is compared with the Random Forest algorithm. But Random forest performed better and gives a better accuracy than Gradient Boosting techniques,ensembling methods like stacking or blending can sometimes combine the strengths of different algorithms, potentially yielding even better performance.But this case was a bit different.