Heart failure clinical Data Analysis



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466 project
466 project

Dataset Description


The selected dataset contains the medical records of 299 patients who had heart failure, collected during their follow-up period, where each patient profile has 13 clinical features. A detailed description of the current version of dataset can be found in the Dataset section of the paper [4]. The original version of dataset is exist in this paper [5].

We have also briefly described all the features which are given below.



Age: displays the age of the individual.

Sex: displays the gender of the individual using the following format:

1 = male


0 = female

Smoking: displays that, whether the person is smoker or not.

1= Yes


0= No

Anaemia: displays that either the level of red blood cells or the level of haemoglobin is lower than normal.

1= Yes


0= No


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