[Retracted] Empirical Method for Thyroid Disease Classification Using a Machine Learning Approach

Algorithm 1

Thyroid disease classification algorithm.

Steps:

1: UCI repository dataset

2: Preprocessing

3: Missing value removal

4: Removal of imbalance of classes

5: Reducing data loss removal

6: Dataset manipulation

7: Imbalance removed

8: Classifier implementation

Output based on steps:

 Accuracy from the classifier.

 Precision.

 Best classifier for disease and prediction.