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Keyphrases
Machine Learning
100%
Glass Transition Temperature
100%
Simple Machine
100%
Simplified Molecular-Input Line-Entry System
80%
K-nearest
40%
Natural Language Processing
40%
R2 Value
40%
Artificial Neural Network Model
40%
Training Time
40%
Polymer Materials
40%
Neighborhood Support
40%
XGB Model
40%
One-hot Encoding
40%
Support Vector Regression
40%
Differential Scanning Calorimetry
20%
Machine Learning Models
20%
Artificial Neural Network
20%
High Stability
20%
Recurrent Neural Network
20%
Curse of Dimensionality
20%
Extreme Gradient Boosting(XGBoost)
20%
Encoding Method
20%
Model Accuracy
20%
Temperature Value
20%
Compound Structure
20%
Numerical Data
20%
Regression Neural Network
20%
Fast Training
20%
Model Making
20%
Conversion Method
20%
Model Robustness
20%
Dynamic Mechanical Analysis
20%
Polymer Properties
20%
Exceptional Mechanical Properties
20%
Short Training
20%
Conversion Model
20%
Improving Model
20%
Prediction Deviation
20%
Stability Training
20%
System Descriptors
20%
System Conversion
20%
Predictive Model
20%
Model Evaluation
20%
Industrial Applications
20%
Model Generalization
20%
Glass Transition Temperature Model
20%
Operational Failures
20%
Prediction Reliability
20%
Engineering
Learning System
100%
Polymer
100%
Polymer Material
50%
Natural Language Processing
50%
Artificial Neural Network Model
50%
Support Vector Machine
50%
Nearest Neighbor
50%
Dimensionality
25%
Limitations
25%
Model Parameter
25%
Industrial Applications
25%
Numerical Data
25%
Additional Feature
25%
System Input
25%
Encoding Method
25%
Artificial Neural Network
25%
Mechanical Property
25%
Reliability Prediction
25%
Recurrent Neural Network
25%
Dynamic Mechanical Analysis
25%
Xgboost
25%
Chemical Engineering
Learning System
100%
Neural Network
100%
Support Vector Machine
66%
Natural Language Processing
66%
Recurrent Neural Network
33%
Differential Scanning Calorimetry
33%
Xgboost
33%
Mechanical Property
33%
Material Science
Glass Transition Temperature
100%
Polymer
100%
Differential Scanning Calorimetry
16%
Mechanical Property
16%
Dynamic Mechanical Analysis
16%
Polymer Property
16%
Xgboost
16%
Food Science
Differential Scanning Calorimetry
100%