22 search results - page 1 / 5 » How to Explain Individual Classification Decisions |
JMLR
2010
13 years 2 months ago
2010
After building a classifier with modern tools of machine learning we typically have a black box at hand that is able to predict well for unseen data. Thus, we get an answer to the...
CHI
2011
ACM
12 years 11 months ago
2011
ACM
In this paper we investigate how people use online rating information to inform decision making. We examine whether a theory of searching for information to discriminate between a...
APIN
2008
13 years 7 months ago
2008
While Bayesian network (BN) can achieve accurate predictions even with erroneous or incomplete evidence, explaining the inferences remains a challenge. Existing approaches fall sh...
INTERACT
2003
13 years 9 months ago
2003
: Technology innovators face the challenge of finding representative groups of users to participate in design activities. In some cases, software applications will target an audien...
FOIKS
2010
Springer
13 years 5 months ago
2010
Springer
This paper holds on the application of two classification methods based on formal concept analysis (FCA) to interval data. The first method uses a similarity between objects while ...