Comparing explainable machine learning methods to determine uncertainty factors of sound absorption coefficient measurements with an impedance tube

Engineering

• Machine Learning Method 100%
• Impedance Tube 100%
• Sound Absorption Coefficient 100%
• Porosity 40%
• Measurement Uncertainty 40%
• Rotation Angle 40%
• Accurate Prediction 20%
• Random Forest 20%
• Repeatability 20%
• Nearest Neighbor 20%
• Interrelationship 20%
• Machine Learning Technique 20%
• Classification Algorithm 20%
• Classification Performance 20%

Chemical Engineering

• Learning System 100%
• Neural Network 50%
• Polyethylene Terephthalate 50%
• Melamine 50%