Please enable JavaScript.
Coggle requires JavaScript to display documents.
Evaluation & Optimization - Coggle Diagram
Evaluation & Optimization
Concept
Feedback Loop
Evaluation Steps
Machine Learning Objective
Validation
Monitoring & Analyzing Training Jobs
Algorithm Metrics
Training Job Logs
Introduction Monitoring & Analyzing Training Jobs
Algorithm Metrics for Custom Algorithms
Model Evaluation
Residual Distribution
Root Mean Square Error
Regression Accuracy
Robust Model
Amazon Machine Learning VS SageMaker
Prevent Overfitting
Binary Classification Accuracy
Overfitting
Multi-class Classification Accuracy
Prevent Underfitting
Precision
Underfitting
Recall
Introduction Model Evaluation
F1-Score
Improving Model Accuracy
Model Tuning
Linear Learner HyperParameters
Automatic Model Tuning
Linear Learner Algorithm Working
Optimization Metric
Linear Learner Algorithm
Bayesian Reasoning
Introduction Model Tuning