Loan Eligibility Classification Using Machine Learning Approach
Machine learning is becoming increasingly vital in various domains, including loan eligibility classification, due to its ability to analyze large amounts of data, develop predictive models, adapt to new information, and automate processes. This research paper presents a study on loan eligibility cl...
| Main Author: | Law, Paul Lik Pao |
|---|---|
| Format: | Undergraduates Project Papers |
| Language: | English |
| Published: |
2023
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40844/ http://umpir.ump.edu.my/id/eprint/40844/1/CB20025.pdf |
Similar Items
Loan eligibility classification using logistic regression
by: Lik Pao, Paul Law, et al.
Published: (2023)
by: Lik Pao, Paul Law, et al.
Published: (2023)
Classification of acute leukemia using image processing and machine learning techniques / Hayan Tareq Abdul Wahhab
by: Wahhab, Hayan Tareq Abdul
Published: (2015)
by: Wahhab, Hayan Tareq Abdul
Published: (2015)
The importance of data classification using machine learning methods in microarray data
by: Jaber, Aws Naser, et al.
Published: (2021)
by: Jaber, Aws Naser, et al.
Published: (2021)
A Review on Detection of COVID-19 Cases from Medical Images Using Machine Learning-Based Approach
by: Noor, Al-dieef, et al.
Published: (2021)
by: Noor, Al-dieef, et al.
Published: (2021)
Breast Cancer Prediction Model Using Machine Learning
by: Muhammad Amin, Bakri, et al.
Published: (2021)
by: Muhammad Amin, Bakri, et al.
Published: (2021)
Phishing attack detection using machine learning method
by: Jupin, John Arthur
Published: (2019)
by: Jupin, John Arthur
Published: (2019)
Automatic topic-based web page classification using deep learning
by: Siti Hawa, Apandi, et al.
Published: (2023)
by: Siti Hawa, Apandi, et al.
Published: (2023)
Online crossword puzzle for learning synonyms and antonyms front end user system / Tay Lik Czek
by: Tay , Lik Czek
Published: (2003)
by: Tay , Lik Czek
Published: (2003)
Prototype home loan packages selection decision support system using financial model
by: Leong, Jenney
Published: (2005)
by: Leong, Jenney
Published: (2005)
Machine Learning Models for Classification of Anemia from CBC Results:
Random Forest, SVM, and Logistic Regression
by: Muhammad Rafli, Aditya, et al.
Published: (2024)
by: Muhammad Rafli, Aditya, et al.
Published: (2024)
Plant stem disease detection using machine learning approaches
by: Md Akbar, Jalal Uddin, et al.
Published: (2023)
by: Md Akbar, Jalal Uddin, et al.
Published: (2023)
Malware detection through machine learning techniques
by: Amer, Ahmed, et al.
Published: (2019)
by: Amer, Ahmed, et al.
Published: (2019)
Music Recommender System Using Machine Learning Content-Based Filtering Technique
by: Foong, Kin Hong
Published: (2022)
by: Foong, Kin Hong
Published: (2022)
Web Phishing Classification Model using Artificial Neural Network and Deep Learning Neural Network
by: Noor Hazirah, Hassan, et al.
Published: (2023)
by: Noor Hazirah, Hassan, et al.
Published: (2023)
Text-based emotion prediction system using machine learning approach
by: Ahmad Fakhri, Ab. Nasir, et al.
Published: (2020)
by: Ahmad Fakhri, Ab. Nasir, et al.
Published: (2020)
Detection of colon cancer based on microarray dataset using machine learning as a feature selection and classification techniques
by: A. S. M, Shafi, et al.
Published: (2020)
by: A. S. M, Shafi, et al.
Published: (2020)
Phishing Website Detection using Machine Learning
by: Padmini, Y, et al.
Published: (2024)
by: Padmini, Y, et al.
Published: (2024)
A transform-based feature extraction approach for motor imagery tasks classification
by: Baali, Hamza, et al.
Published: (2015)
by: Baali, Hamza, et al.
Published: (2015)
Clustering Based on Customers’ Behaviour in Accepting Personal Loan
using Unsupervised Machine Learning
by: Lim, Wai Ping, et al.
Published: (2023)
by: Lim, Wai Ping, et al.
Published: (2023)
Computational intelligence approach for classification and risk quantification of metabolic syndrome / Habeebah Adamu Kakudi
by: Habeebah Adamu , Kakudi
Published: (2019)
by: Habeebah Adamu , Kakudi
Published: (2019)
Recognize Hate Speech On Twitter Using Machine Learning
by: Yashaswini, Kini, et al.
Published: (2024)
by: Yashaswini, Kini, et al.
Published: (2024)
Fuzzy modeling using Bat Algorithm optimization for classification
by: Noor Amidah, Ahmad Sultan
Published: (2018)
by: Noor Amidah, Ahmad Sultan
Published: (2018)
A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
by: Keshkeh, Kinan
Published: (2022)
by: Keshkeh, Kinan
Published: (2022)
Evaluating Machine Learning Algorithms for Fake Currency Detection
by: Keerthana, S.N, et al.
Published: (2024)
by: Keerthana, S.N, et al.
Published: (2024)
Loan eligibility prediction using machine learning algorithm
by: Lee, Zhen-Hong
Published: (2024)
by: Lee, Zhen-Hong
Published: (2024)
Contrastive Self-Supervised Learning for Image Classification
by: Tan, Yong Le
Published: (2021)
by: Tan, Yong Le
Published: (2021)
Email categorization using support vector machine
by: Mohd. Daud, Mariah
Published: (2004)
by: Mohd. Daud, Mariah
Published: (2004)
Data mining approach to herbs classification
by: Ahmad Dali, Adillah Dayana, et al.
Published: (2018)
by: Ahmad Dali, Adillah Dayana, et al.
Published: (2018)
Prediction of Fetal Health Status Using Machine Learning
by: Naidile S, Saragodu, et al.
Published: (2024)
by: Naidile S, Saragodu, et al.
Published: (2024)
Cooperative spectrum sensing based on machine learning in cognitive radio vehicular network / Mohammad Asif Hossain
by: Mohammad Asif , Hossain
Published: (2022)
by: Mohammad Asif , Hossain
Published: (2022)
A comparative study on autism among children using machine learning classification
by: Ainie Hayati, Noruzman, et al.
Published: (2022)
by: Ainie Hayati, Noruzman, et al.
Published: (2022)
A comparative study on autism among children using machine learning classification
by: Ainie Hayati, Noruzman, et al.
Published: (2022)
by: Ainie Hayati, Noruzman, et al.
Published: (2022)
Requirement prioritization based on non-functional requirement classification using hierarchy AHP
by: Win, Thant Zin, et al.
Published: (2020)
by: Win, Thant Zin, et al.
Published: (2020)
Text to Image Generation Using Machine Learning
by: Rishab, Tiwari, et al.
Published: (2024)
by: Rishab, Tiwari, et al.
Published: (2024)
Fingertip detection using histogram of gradients and support vector machine
by: Sophian, Ali, et al.
Published: (2017)
by: Sophian, Ali, et al.
Published: (2017)
A Smile Detection for Hands-Free Selfie Capture Using Machine Learning
by: G., Ramya, et al.
Published: (2025)
by: G., Ramya, et al.
Published: (2025)
An automated strabismus classification using machine learning algorithm for binocular vision management system
by: Muhammad Amirul Isyraf, Rohismadi, et al.
Published: (2023)
by: Muhammad Amirul Isyraf, Rohismadi, et al.
Published: (2023)
A connectionist system approach for learning logic programs
by: Shamsuddin, Siti Mariam, et al.
Published: (2008)
by: Shamsuddin, Siti Mariam, et al.
Published: (2008)
Gene subset selection for lung cancer classification using a multi-objective strategy
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
The Crop Price Prediction Using Machine Learning: Preliminary Stage
by: Ramya, T.K., et al.
Published: (2024)
by: Ramya, T.K., et al.
Published: (2024)
Similar Items
-
Loan eligibility classification using logistic regression
by: Lik Pao, Paul Law, et al.
Published: (2023) -
Classification of acute leukemia using image processing and machine learning techniques / Hayan Tareq Abdul Wahhab
by: Wahhab, Hayan Tareq Abdul
Published: (2015) -
The importance of data classification using machine learning methods in microarray data
by: Jaber, Aws Naser, et al.
Published: (2021) -
A Review on Detection of COVID-19 Cases from Medical Images Using Machine Learning-Based Approach
by: Noor, Al-dieef, et al.
Published: (2021) -
Breast Cancer Prediction Model Using Machine Learning
by: Muhammad Amin, Bakri, et al.
Published: (2021)