eprintid: 32249
rev_number: 21
eprint_status: archive
userid: 12
dir: disk0/00/03/22/49
datestamp: 2026-07-20 04:16:31
lastmod: 2026-07-20 04:16:31
status_changed: 2026-07-20 04:16:31
type: thesis
metadata_visibility: show
creators_name: Pradana, Egi Dian Adi
creators_nim: 22.11.4745
contributors_name: Abdulloh, Ferian Fauzi
corp_creators: Universitas AMIKOM Yogyakarta
title: ANALISIS PERBANDINGAN H2O AUTOML DAN GRID
SEARCH UNTUK OPTIMASI HYPERPARAMETER PADA 
MODEL RANDOM FOREST DALAM PREDIKSI PENYAKIT
JANTUNG
ispublished: pub
subjects: 000.000.000A
subjects: 000.000.006
divisions: if
full_text_status: restricted
keywords: Random Forest, Grid Search, H2O AutoML, Klasifikasi Penyakit
Jantung, Hyperparameter Optimization, Heart Disease
Classification.
date: 2026-01-27
date_type: published
institution: Universitas AMIKOM Yogyakarta
department: Fakultas Ilmu Komputer
thesis_type: bachelor
thesis_name: skripsi
citation:   Pradana, Egi Dian Adi  (2026) ANALISIS PERBANDINGAN H2O AUTOML DAN GRID SEARCH UNTUK OPTIMASI HYPERPARAMETER PADA MODEL RANDOM FOREST DALAM PREDIKSI PENYAKIT JANTUNG.  S1 - Sarjana thesis, Universitas AMIKOM Yogyakarta.   
document_url: https://eprints.amikom.ac.id/id/eprint/32249/1/COVER.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/2/BAB%20I.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/3/BAB%20II.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/4/BAB%20III.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/5/BAB%20IV.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/10/BAB%20V.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/7/Daftar%20Pustaka%20dan%20Lampiran.pdf
document_url: https://eprints.amikom.ac.id/id/eprint/32249/8/Sourcecode%20-%2022.11.4745.zip
document_url: https://eprints.amikom.ac.id/id/eprint/32249/9/Surat%20Pernyataan%20Publish%20di%20Luar.pdf