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Heart Failure Clinical Records Dataset - Taken from Faisalabad Cardiology Hospital, Pakistan. It's highly imbalanced dataset. Machine learning techniques are applied on it to balance the dataset and train the model using various classification techniques. It produces maximum accuracy up to 92%.