Machine Learning-Based Heart Disease Classification for Symptom-Driven Diagnostics

Jahangir, Muhammad Talha, Khan, Muhammad Hamza, Ali, Amjad, Mughees, Burhan, Ahmad, Afaq, Jamil, Muhammad Ahsan
ISSN / E-ISSN
2618-1630 / 2709-6130
DOI
10.33411/ijist/1067 ↗
Volume · Issue · Pages
6 · 4 · —
Publisher
50SEA
Article URL
https://journal.50sea.com/index.php/IJIST/article/view/1067 ↗
Article details
Unverified
Publication date (each date has its type and source)
26 Oct 2024
Publisher publication date · source: Journal websites (OAI-PMH feeds of Open Journal Systems)
Dates on record for this article
TypeDateSource
Publisher publication date26 Oct 2024 Journal websites (OAI-PMH feeds of Open Journal Systems)

Keywords (as given): Heart Disease; Machine Learning; Classification; Random Forest Classifier; K-Nearest Neighbor (KNN); Support Vector Machines (SVM); PCA.

HEC Status at Publication Not the journal's current status

HEC Status at PublicationConclusive
HEC status at publication Recognized Y
Based on the recorded HEC dataset applicable to the article's publication date. Listed as Y in the HEC list for 2024–25.
Journal
International journal of innovations in science and technology (Lahore. Online)
Publication date used
26 Oct 2024 (Publisher publication date)
Applicable HEC period
2024–25 (version 1) · 01 Oct 2024 – 31 Mar 2026
Category
Y
Recognition status
Recognized (OK_RECORD_FOUND)
Source
List of national journals 2024-25 page 59, row 557
Verification status
Verified against source · last verified 23 Sep 2026
Informational only. HJRS.com.pk is independent and is not an official HEC website: confirm with the source document.