Research Article

Breast Cancer Detection in the IOT Health Environment Using Modified Recursive Feature Selection

Algorithm 2

Breast cancer predictive system.
ā€‰Begin
(1)Step 1: The preprocessing of breast cancer dataset using preprocessing techniques
(2)Step 2: Best Feature selection set by REF algorithm
(3)Step 3: Data partition using Training and testing splits method
(4)Step 4: Train the predictive model SVM on the Training dataset
(5)Step 5: Validation of predictive model SVM using testing dataset
(6)Step 6: Computes the model performance evaluation metrics such as accuracy, sensitivity, specificity, MCC, F1-score, and execution time
(7)Step 7: Finish