Classical ML

Lightgbm

Used in 114 AI implementations

Industries Using Lightgbm

finance27 insurance13 telecommunications10 advertising8 healthcare6 public sector6 education5 marketing5

Often Used With

XGBoost (114)Scikit-learn (38)LLM (19)PyTorch (17)Time-Series DB (17)Feature Store (16)Data Warehouse (16)TensorFlow (12)Prophet (11)Recommendation Engine (9)

Quick Stats

114

Total Use Cases

23

Industries

10

Related Technologies

Use Cases Using Lightgbm

technology-it9.0

Machine Learning for Cybersecurity Threat Detection, Prevention, and Response

technology-it9.0

Machine-Learning & Deep-Learning Based Intrusion Detection Systems (IDS)

AI Fraud Detection in Banking

Predictive Pricing for E-Commerce

AI Predictions from Electronic Medical Records for Hospital Clinicians

public-sector9.0

AI-Powered Fraud Detection and Prevention for Public Sector and Financial Services

AI-Based Credit Scoring for Credit Risk Assessment

AI-based Prediction of Student Success Risk in Higher Education

Predicting Student Adaptability to Online Education via Classical ML Models

public-sector9.0

AI-Enabled Fraud, Waste, and Abuse Detection for Public-Sector Programs

Higher Education Hybrid Machine Learning Model for Student Outcome Prediction

Machine Learning for Predicting Payment Probability in Credit Collections

telecommunications9.0

AI for Customer Retention in Telecommunications

SHAP-based interpretable machine learning for injury risk prediction in sports

Explainable AI vs Traditional Linear Models for Insurance Risk Modeling

telecommunications9.0

Telco Customer Churn Prediction Model

Machine Learning Models for Clothing Size Recommendation

telecommunications9.0

AI-Driven Energy Optimization for 5G and Beyond Radio Access Networks

AI-Driven Fraud Prevention in Commercial Banking

AI-Powered Fraud Detection in Financial Services

AI Property Appraisal for Real Estate Valuations

RevSure Full-Funnel Attribution for Marketing

telecommunications9.0

Churn prediction

Machine Learning-Based Detection of Fraudulent Banking Transactions

manufacturing9.0

Machine Learning for Industrial Robot Efficiency

Hawk AI - Financial Crime and Fraud Detection Platform

AI-Powered Trust and Risk Management in Banking

AI-Powered Check Fraud Detection for Large Banks

Upstart AI-Powered Consumer Lending Underwriting

telecommunications9.0

AI-Powered Customer Churn Prediction

AI in Lending and Credit Scoring

AI‑Powered AML & Financial Crime Compliance Platform

telecommunications9.0

Customer Churn Prediction in the Telecom Sector

Dynamic Pricing Optimization with Machine Learning (2024)

AI-driven clinical decision support for early diagnosis

Sentiment Analysis for Consumer Feedback and Social Media

Artificial Intelligence and HR Analytics for Workforce Decision Support

VAARHAFT AI Insurance Fraud Scanner

Health & Life Insurance AI Fraud Detection

AI-Powered Fraud Detection for Insurance and Financial Transactions

Machine Learning for Insurance Transformation

AI-Powered Fraud Detection in Insurance Claims

AI-Driven Driving Behavior Analytics for Insurance and Mobility

Machine learning prediction of anterior cruciate ligament (ACL) injury risk

Marketing Mix Modeling Platform

telecommunications9.0

AI-Driven Telecom Fraud Detection and Defense

telecommunications9.0

AI & Analytics for Telecom Fraud Detection

telecommunications9.0

AI-Driven Customer Retention for Telecom

AI Applications in Finance (Inferred from IRMA-International Article)

Machine-Learning-Based Auto Insurance Pricing Using Telematics and IoT Big Data