512 search results - page 1 / 103 » Prediction intervals for regression models |
54
Voted
CSDA
2007
14 years 11 months ago
2007
86
Voted
NN
2006
Springer
14 years 11 months ago
2006
Springer
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
81
Voted
ICDM
2009
IEEE
15 years 5 months ago
2009
IEEE
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
80
Voted
AUSDM
2007
Springer
15 years 5 months ago
2007
Springer
This paper describes the development of a predictive model for corporate insolvency risk in Australia. The model building methodology is empirical with out-ofsample future year te...
AICCSA
2006
IEEE
15 years 28 days ago
2006
IEEE
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...