Outline. K-Nearest Neighbor algorithm Fuzzy Set theory Classifier Accuracy Measures. Eager Learners : when given a set of training tuples, will construct a generalization model before receiving new tuples to classify Classification by decision tree induction Rule-based classification
Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author.While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server.
Classification by decision tree induction
Classification by back propagation
Support Vector Machines (SVM)
Associative classificationChapter 6. Classification and Prediction
IF (years_employed>2) AND (income>50K)
What if a customer has 10 years employed and income is 49K?
Another example for temperature
sensitivity = t-pos/pos
specificity = t-neg/neg
precision = t-pos/(t-pos + f-pos)