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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

Butterfly Optimization Algorithm (B.O.A) Step-by-Step Explanation ~xRay ...

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Butterfly Optimization Algorithm (B.O.A) Butterfly optimization algorithm : a novel approach for global optimization It is a novel optimization technique that mimics the food foraging behavior of butterflies. Keywords Butterfly optimization algorithm ·Global optimization ·Nature inspired ·Metaheuristic ·Benchmark testfunctions ·Engineering design problem Butterfly are Flying Insects. About Butterfly Butterfly Features: Small Head, 2 compound eyes. Butterfly basically feed on Nectar from flowers. Adult Butterfly consume only liquid [nectar from flowers]. They use their Antenna to sense air from wind and fragrance. Butterfly can fly only when their temperature is 27℃ or 81℉.  Largest butterfly in the world: Queen Alexandra Birdwing. Butterflies also derive nourishment from rotting fruits, dung, decaying flesh, dissolved minerals in the dirt/ sand. Butterfly Lifecycle An Adult Butterfly lay eggs on the food plant. From Eggs to Larva [Larva consume plant leaves]. When metamorphosis compl...
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