[Retracted] CT-ML: Diagnosis of Breast Cancer Based on Ultrasound Images and Time-Dependent Feature Extraction Methods Using Contourlet Transformation and Machine Learning

Algorithm 1

Presented Algorithm 1.

	Input:
	Output: Labels (Normal, Benign, Malignant)
	Filter = pkva,
	Number of levels =
	Smooth function = Raised cosine
	Contourlet Decomposition:
	Reshape sub-bands:
	For i = 1:9
	End For
	Feature Extraction:
	For j = 1:9
	For k = 1:7
	End For
	End For
	Feature reduction:
	Classification:
	Train (KNN , Labels)
	Train (SVM , Labels)
	Train (LDA , Labels)
	Train (DT , Labels)
	Train (CNN , Labels)
	Performance Analysis:
	Plot (Confusion Matrix);
	Plot (Performance Plot)
	Plot (ROC)