tools with proper hyper parametric can help in identifying tumors efficiently. This paper
presents six supervised machine learning algorithms such as k-Nearest Neighborhood,
Logistic Regression, Decision Tree, Random Forest, Support Vector Machine with radial
basis function kernel. Deep learning using Adam Gradient Descent Learning was also
applied because it combines the benefits of adaptive gradient algorithm and root mean …