Keyphrases
Machine Learning Algorithms
100%
Syngas Fermentation
100%
Support Vector Machine
66%
Neural Network
66%
Production Rate
66%
Random Forest
66%
High Risk
33%
Alcohol
33%
Ethanol
33%
Prediction Accuracy
33%
Acetate
33%
Poor Performance
33%
Pearson Correlation Coefficient
33%
Time Use
33%
Overfitting
33%
Machine Learning Approach
33%
Machine Learning Applications
33%
Metabolite Concentrations
33%
Machine Learning Based
33%
Training Data
33%
Concentration Curve
33%
Elastic Net
33%
Butanol
33%
Supervised Learning
33%
Feature Importance Analysis
33%
Butyrate
33%
Data Transformation
33%
Network Support
33%
Unseen
33%
Regressor
33%
Feature Learning
33%
Data Augmentation
33%
K-nearest
33%
Alcohol Production
33%
Bioprocess
33%
Model Predictive Control
33%
Syngas
33%
Concentration Phenomena
33%
Polynomial Smoothing
33%
Syngas Composition
33%
Product Concentration
33%
Bayesian Ridge
33%
Fermentation Metabolites
33%
Lasso Regressor
33%
Transformation Learning
33%
Gas Fermentation
33%
Gas Composition
33%
Rate Prediction
33%
Fermentation Dynamics
33%
Clostridium Carboxidivorans
33%
Engineering
Machine Learning Algorithm
100%
Syngas
100%
Test Data
50%
Random Forest
50%
Regressors
50%
Learning System
50%
Support Vector Machine
50%
Pearsons Linear Correlation Coefficient
25%
Experimental Measurement
25%
Accurate Prediction
25%
Learning Approach
25%
Future Application
25%
Predictive Control Model
25%
Gas Composition
25%
Product Concentration
25%
Network Support
25%
Fermentation Gas
25%
Phase Composition
25%
Nearest Neighbor
25%
Bioprocessing
25%
Biochemistry, Genetics and Molecular Biology
Support Vector Machine
100%
Random Forest
100%
Dynamics
50%
Metabolite
50%
Butyrate
50%
Butanol
50%
Clostridium
50%
K Nearest Neighbor
50%
Butene
50%
Immunology and Microbiology
Random Forest
100%
Support Vector Machine
100%
Dynamics
50%
Metabolite
50%
K Nearest Neighbor
50%
Clostridium
50%
Chemical Engineering
Learning System
100%
Neural Network
40%
Support Vector Machine
40%
Supervised Learning
20%
Butene
20%
Predictive Control Model
20%