TechnologyClassical ML

Random Forest

Used in 28 AI implementations

Industries Using Random Forest

mining6agriculture4energy3sports3manufacturing2finance2aerospace defense1real estate1

Often Used With

XGBoost (10)Support Vector Machine (6)SHAP (5)Decision Tree (2)Artificial Neural Network (2)Logistic regression (2)Logistic Regression (2)Time-Series DB (1)Radio frequency reflectometric measurement system (1)Linear regression (1)Principal component analysis (1)Hyperspectral imaging system (1)

Quick Stats

28
Total Use Cases
14
Industries
12
Related Technologies

Use Cases Using Random Forest

telecommunications10.0

Explainable telecom customer churn prediction with soft-voting gradient boosting ensemble

agriculture10.0

Automated fruit and vegetable image classification for sorting lines

energy10.0

Real-time multi-horizon forecasting of solar, wind, and load demand in smart microgrids

agriculture10.0

Automated crop quality grading from images

real-estate10.0

Explainable house price prediction for buyer and valuation decision support

energy10.0

AI-assisted real-time transmission-grid voltage control

agriculture10.0

Automated soybean grain physicochemical quality grading with NIR, hyperspectral sensing, and SVM

real-estate10.0

Feature-importance analysis for identifying Lisbon housing price drivers

energy10.0

AI surrogate modeling and Pareto optimization for biomass gasification syngas production

real-estate10.0

Automated residential property price prediction for appraisals

aerospace-defense10.0

Integrated AI-Driven Predictive Aircraft Maintenance System