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Explanation and Reliability of Individual predictions: Recent Research by LKM

Published on Nov 16, 20123004 Views

Darko Pevec

We review some recent research topics by Laboratory for Cognitive Modeling (LKM) at Faculty of Computer and Information Science, University of Ljubljana, Slovenia. Classification and regression models

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Related categories

Data ModelingMachine Learning

Chapter list

Laboratory for cognitive modeling University of Ljubljana, FRI00:00
EXPLANATION AND RELIABILITY OF INDIVIDUAL PREDICTIONS: RECENT RESEARCH BY LKM01:08
What is an Explanation? (1)01:38
What is an Explanation? (2)02:50
A Generalized Approach (1)03:46
A Generalized Approach (2)04:51
How to combine 2n predictions06:00
monks1 dataset06:53
sphere dataset (1)08:30
sphere dataset (2)08:55
sphere dataset (3)09:52
Discussion10:17
Reliability of a prediction11:12
Potential for applications11:43
Model-independent approaches (1)12:38
Model-independent approaches (2)13:28
Applications14:10
CURRENT LKM RESEARCH DIRECTIONS14:36