Difference between revisions of "Evaluating Machine Learning Models"

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[http://www.youtube.com/results?search_query=Evaluating+model+machine+learning+ML YouTube search...]
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[https://www.youtube.com/results?search_query=Evaluating+model+machine+learning+ML YouTube search...]
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[http://www.google.com/search?q=Evaluating+model+n+machine+learning+ML ...Google search]
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[https://www.google.com/search?q=Evaluating+model+n+machine+learning+ML ...Google search]
  
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* [[Evaluation Measures - Classification Performance]]  
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* [[Strategy & Tactics]] ... [[Project Management]] ... [[Best Practices]] ... [[Checklists]] ... [[Project Check-in]] ... [[Evaluation]] ... [[Evaluation - Measures|Measures]]
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* [[Automated Machine Learning (AML) - AutoML]]
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* [[Backpropagation]] ... [[Feed Forward Neural Network (FF or FFNN)|FFNN]] ... [[Forward-Forward]] ... [[Activation Functions]] ...[[Softmax]] ... [[Loss]] ... [[Boosting]] ... [[Gradient Descent Optimization & Challenges|Gradient Descent]] ... [[Algorithm Administration#Hyperparameter|Hyperparameter]] ... [[Manifold Hypothesis]] ... [[Principal Component Analysis (PCA)|PCA]]
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* [[Principal Component Analysis (PCA)]]
 
 
* [[Feature Exploration/Learning]]
 
* [[Feature Exploration/Learning]]
 
* [[Recursive Feature Elimination (RFE)]]
 
* [[Recursive Feature Elimination (RFE)]]
 
* [[Cross-Validation]]
 
* [[Cross-Validation]]
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* [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluating_models.html Evaluating ML Models | AWS]
 
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** [http://docs.aws.amazon.com/machine-learning/latest/dg/binary-model-insights.html Binary Model Insights | AWS]
 
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** [http://docs.aws.amazon.com/machine-learning/latest/dg/multiclass-model-insights.html Multiclass Model Insights | AWS]
 
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** [http://docs.aws.amazon.com/machine-learning/latest/dg/regression-model-insights.html Regression Model Insights | AWS]
 
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* [http://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS]
 
 
* [[Overfitting Challenge]]
 
* [[Overfitting Challenge]]
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* [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
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* [https://docs.aws.amazon.com/machine-learning/latest/dg/evaluating_models.html Evaluating ML Models |] [[Amazon | Amazon Web Services]]
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** [https://docs.aws.amazon.com/machine-learning/latest/dg/binary-model-insights.html Binary Model Insights |] [[Amazon | AWS]]
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** [https://docs.aws.amazon.com/machine-learning/latest/dg/multiclass-model-insights.html Multiclass Model Insights |] [[Amazon | AWS]]
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** [https://docs.aws.amazon.com/machine-learning/latest/dg/regression-model-insights.html Regression Model Insights |] [[Amazon | AWS]]
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* [https://docs.aws.amazon.com/machine-learning/latest/dg/evaluation-alerts.html Evaluation Alerts | AWS]
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Latest revision as of 19:14, 8 September 2023

YouTube search... ...Google search


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