Summary
Keywords
Full Transcript
Case-Based Reasoning | Case-Based Learning | Steps in CBR in ML | Machine Learning by Mahesh Huddar Case-Based Reasoning Solved Example: https://youtu.be/9DJBU2MPGHQ Instance-based Learning Locally weighted Regression Knn advantages disadvantages: https://www.youtube.com/watch?v=X-w1V63puww K nearest Neighbor Learning Algorithm Discrete Valued and Real-Valued Functions: https://www.youtube.com/watch?v=w6hQ3ES6Kbg Distance Weighted K nearest Neighbor Learning Algorithm Discrete Valued and Real-Valued Functions: https://www.youtube.com/watch?v=UAIIW3Bs5HE 1. Solved Numerical Example of KNN (K Nearest Neighbor Algorithm) Classifier to classify New Instance: https://www.youtube.com/watch?v=Vk9lGGODaJA 2. Solved Example KNN Classifier to classify New Instance Height and Weight Example: https://www.youtube.com/watch?v=HZT0lxD5h6k 3. Solved Example K Nearest Neighbors Algorithm: https://www.youtube.com/watch?v=kCNpLbCUo7g 4. Implementation of K Nearest Neighbor KNN Classification Algorithm: https://www.youtube.com/watch?v=teUb1L5aj2o 5. How to use Similarity Measure to find the Nearest Neighbours and Classify the New Example: https://www.youtube.com/watch?v=YndCelYQfgs Locally Weighted Regression Algorithm Instance-based learning: https://www.youtube.com/watch?v=38kNPkeGoR4 The following concepts are discussed: ______________________________ Case-Based Reasoning, Case Based Learning Steps in case-based learning, steps in case-based reasoning, case-based learning examples, case-based learning vs problem-based learning, case-based reasoning python, case based reasoning machine learning ******************************** 1. Blog / Website: https://www.vtupulse.com/ 2. Like Facebook Page: https://www.facebook.com/VTUPulse 3. Follow us on Instagram: https://www.instagram.com/vtupulse/ 4. Like, Share, Subscribe, and Don't forget to press the bell ICON for regular updates
