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Automated Machine Learning - Coggle Diagram
Automated
Machine Learning
AutoML Strategies
Quick prototypes
Interpretable models
High performance
ML Backends
TensorFlow
Keras
Scikit-Learn
XGBoost
MLLib
Algorithms
Python-based
Java-based
Hyperparameters Optimization
Cross-validation
Grid-search
Genetic algorithms
Training Results
Analysis
Bias identification
Individual prediction explanation
Model parameters
Features importance
Scored data
Detailed metrics
Production Features
Model ensembling
Model export
Automated documentation