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Confusion Matrix with Real-Life Examples || Artificial Intelligence || ~...

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Learn about the Confusion Matrix with Real-Life Examples. A confusion matrix is a table that shows how well an AI model makes predictions. It compares the actual results with the predicted ones and tells which are right or wrong. It includes True Positive (TP), False Positive (FP), False Negative (FN), and True Negative (TN). Video Chapters: Confusion Matrix in Artificial Intelligence 00:00 Introduction 00:12 Confusion Matrix 03:48 Metrices Derived from Confusion Matrix 04:26 Confusion Matrix Example 1 05:44 Confusion Matrix Example 2 08:10 Confusion Matrix Real-Life Uses #artificialintelligence #machinelearning #confusionmatrix #algorithm #optimization #research #happylearning #algorithms #meta #optimizationtechniques #swarmintelligence #swarm #artificialintelligence #machinelearning

Diversity Analysis in Metaheuristic Algorithms ~xRay Pixy

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Learn how to do Diversity Analysis in Metaheuristic Algorithms. Video Chapters: Diversity Analysis 00:00 Introduction 01:00 What is Diversity? 02:18 Genotypic Diversity and Phenotypic Diversity Example 04:53 Diversity Analysis in Metaheuristic 08:57 How to Measure Diversity in Metaheuristic Algorithms? 09:40 How to Keep Diversity in Metaheuristic Algorithms? 11:11 Wind Turbine Layout Diversity Analysis 14:02 Low Diversity and High Diversity in Metaheuristic Algorithms 15:00 Diversity Analysis Techniques 17:30 Diversity Monitor and Control Techniques 18:40 Conclusion
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