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TechnologyClassical ML

Random Forest

Used in 22 AI implementations

Industries Using Random Forest

agriculture4energy3sports3manufacturing2mining2finance2aerospace defense1real estate1

Often Used With

XGBoost (8)Support Vector Machine (3)SHAP (3)Decision Tree (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)Integrated Stability Control (ISC) system (1)

Quick Stats

22
Total Use Cases
12
Industries
12
Related Technologies

Use Cases Using Random Forest

agriculture10.0

Automated fruit and vegetable image classification for sorting lines

real-estate10.0

Explainable house price prediction for buyer and valuation decision support

agriculture10.0

Automated crop quality grading from images

agriculture10.0

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

energy10.0

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

energy10.0

AI surrogate modeling and Pareto optimization for biomass gasification syngas production

energy10.0

AI-assisted real-time transmission-grid voltage control

real-estate10.0

Feature-importance analysis for identifying Lisbon housing price drivers

telecommunications10.0

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

real-estate10.0

Automated residential property price prediction for appraisals

aerospace-defense10.0

Integrated AI-Driven Predictive Aircraft Maintenance System