Optimized prediction modeling of micropollutant removal efficiency in forward osmosis membrane systems using explainable machine learning algorithms

Engineering

• Machine Learning Algorithm 100%
• Forward Osmosis 100%
• Removal Efficiency 100%
• Support Vector Machine 66%
• Firefly Algorithm 66%
• Learning System 33%
• Particle Swarm Optimization 16%
• Hybrid Model 16%
• Prediction Performance 16%
• Error Value 16%
• Mean Absolute Error 16%
• R-Value 16%
• Operational Efficiency 16%
• Good Prediction 16%
• Coupled Model 16%

Chemical Engineering

• Learning System 100%
• Support Vector Machine 100%
• Forward Osmosis Membrane 100%