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AMCS/CS 340: Data Mining

Recommendation System. AMCS/CS 340: Data Mining. Xiangliang Zhang King Abdullah University of Science and Technology. Everyday examples of Recommendation. 2. Everyday examples of Recommendation. 3. Everyday examples of Recommendation. Recommendation. 4.

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1.08k views • 90 slides

AMCS/CS 340: Data Mining

Classification: Evaluation. AMCS/CS 340: Data Mining. Xiangliang Zhang King Abdullah University of Science and Technology. Model Evaluation. Metrics for Performance Evaluation How to evaluate the performance of a model? Methods for Performance Evaluation

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1.01k views • 85 slides

AMCS/CS 340: Data Mining

Classification: SVM. AMCS/CS 340: Data Mining. Xiangliang Zhang King Abdullah University of Science and Technology. Decision Tree based Methods Rule-based Methods Learning from Neighbors Bayesian Classification Neural Networks Support Vector Machines Ensemble Methods.

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701 views • 50 slides

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AMCS/CS 340: Data Mining

AMCS/CS 340: Data Mining

AMCS/CS 340: Data Mining