100+ 2 class problem PowerPoint (PPT) Presentations, 2 class problem PPTs

2 class problem - PowerPoint PPT Presentation

Data Mining Algorithms

Data Mining Algorithms. Classification. Classification Outline. Goal: Provide an overview of the classification problem and introduce some of the basic algorithms. Classification Problem Overview Classification Techniques Regression Distance Decision Trees Rules Neural Networks.

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993 views • 85 slides

Classification: Linear Models

Classification: Linear Models. Prof. Navneet Goyal CS & IS BITS, Pilani. Classification. By now, you are well aware of the classification problem Assign an input vector x to one of the K discrete disjoint classes, C k

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657 views • 42 slides

Model Evaluation

Model Evaluation. Metrics for Performance Evaluation How to evaluate the performance of a model? Methods for Performance Evaluation How to obtain reliable estimates? Methods for Model Comparison How to compare the relative performance of different models?.

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453 views • 31 slides

Split Selection for Decision Tree

Split Selection for Decision Tree. We already learned on selection method Information Gain (entropy) Are there any other selection criterion? Yes How many are they? A Lot Intuition Formalism Various Selection Methods. How to determine the Best Split. Greedy approach:

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277 views • 27 slides

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'2 class problem' presentation slideshows

2 class problem - PowerPoint PPT Presentation

Data Mining Algorithms

Classification: Linear Models

Model Evaluation

Split Selection for Decision Tree