<div class="sc-cmRAlD dkqmWS"><div class="sc-UEtKG dGqiYy sc-flttKd cguEtd"><div class="sc-fqwslf gsqkEc"><div class="sc-cBQMlg kAHhUk"><h2 class="sc-dcKlJK sc-cVttbi gqEuPW ksnHgj">About Dataset</h2></div></div></div><div class="sc-jgvlka jFuPjz"><div class="sc-gzqKSP tNtjD"><div style="min-height: 80px;"><div class="sc-etVRix jqYJaa sc-bMmLMY ZURWJ"><h2><strong>Context:</strong></h2>

<p>This dataset contains the medical records of 5000 patients who had heart failure, collected during their follow-up period, where each patient profile has 13 clinical features.</p>

<h2><strong>Attribute Information:</strong></h2>

<ul>

<li>age: age of the patient (years)</li>

<li>anaemia: decrease of red blood cells or hemoglobin (boolean)</li>

<li>creatinine phosphokinase  (CPK): level of the CPK enzyme in the blood (mcg/L)</li>

<li>diabetes: if the patient has diabetes (boolean)</li>

<li>ejection fraction: percentage of blood leaving the heart at each contraction  (percentage)</li>

<li>high blood pressure: if the patient has hypertension (boolean)</li>

<li>platelets: platelets in the blood (kiloplatelets/mL)</li>

<li>sex: woman or man (binary)</li>

<li>serum creatinine: level of serum creatinine in the blood (mg/dL)</li>

<li>serum sodium: level of serum sodium in the blood (mEq/L)</li>

<li>smoking: if the patient smokes or not (boolean)</li>

<li>time: follow-up period (days)</li>

<li>DEATH_EVENT: if the patient died during the follow-up period (boolean)</li>

</ul>

<h2><strong>Citation:</strong></h2>

<p>Heart Failure Clinical Records. (2020). UCI Machine Learning Repository. <a rel="noreferrer nofollow" aria-label="https://doi.org/10.24432/C5Z89R (opens in a new tab)" target="_blank" href="https://doi.org/10.24432/C5Z89R">https://doi.org/10.24432/C5Z89R</a>.</p></div></div></div>