News & Events

Seminar

Date/Time: 
Tuesday, July 6, 2021 - 10:00 to 10:55
Venue: 
Online (Google Meet)
Speaker: 
Tanikella Padma Ragaleena
Affiliation: 
NISER, SMS
Title: 
Selected classification techniques

Abstract:
Statistical classification techniques attempt to predict the true class label of a new observation (i.e. an observation not used in the construction of the classifier) based on a set of observations whose class labels are known beforehand. During the presentation, we will discuss the following classification methods - linear discriminant analysis, quadratic discriminant analysis, Fisher discriminant analysis, decision tree classifier, and artificial neural network classifier. Underlying assumptions of each of these techniques along with how each of these methods work will be discussed.

Google Meet Link: https://meet.google.com/gce-weco-wai

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School of Mathematical Sciences

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