Implementation of random forest and smote methods for economic status classification in Cirebon City

NN Sholihah, A Hermawan - Jurnal Teknik Informatika (Jutif), 2023 - jutif.if.unsoed.ac.id
The Indonesian government has tried various methods to eradicate poverty throughout the
country, one of which is the fair distribution of social assistance to households based on their …

Feature Selection Using Firefly Algorithm with Tree-Based Classification in Software Defect Prediction

V Maulida, R Herteno, D Kartini, F Abadi… - Journal of Electronics …, 2023 - jeeemi.org
Defects that occur in software products are a universal occurrence. Software defect
prediction is usually carried out to determine the performance, accuracy, precision and …

Hyperparameter Tuning Deep Learning for Imbalanced Data

RR Achmad, M Haris - Tepian, 2023 - neliti.com
Imbalanced data is a challenge for the performance of classification algorithms. A situation
where two classes consisting of the majority class dominate the minority class. As a result …

Effect of Hyperparameter Tuning Using Random Search on Tree-Based Classification Algorithm for Software Defect Prediction

MH Rizky, MR Faisal, I Budiman, D Kartini… - … (Indonesian Journal of … - journal.ugm.ac.id
The field of information technology requires software, which has significant issues. Quality
and reliability improvement needs damage prediction. Tree-based algorithms like Random …

Prediksi jumlah rilis game pada platform Steam dengan menggunakan algoritma K-Nearest Neighbor Regression

SSY Al Balgaist - 2023 - etheses.uin-malang.ac.id
Puji syukur penulis panjatkan kehadirat Allah SWT yang telah memberikan rahmat, hidayah
serta karunia-Nya. Tak lupa shalawat serta salam selalu tercurah kepada Baginda Nabi …