99 search results - page 4 / 20 » On the Use of Neural Network Ensembles in QSAR and QSPR |
ESANN
2006
13 years 8 months ago
2006
Regression Error Characteristic (REC) analysis is a technique for evaluation and comparison of regression models that facilitates the visualization of the performance of many regre...
CIDM
2009
IEEE
14 years 1 months ago
2009
IEEE
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...
GECCO
2004
Springer
14 years 11 days ago
2004
Springer
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
ICAI
2007
13 years 8 months ago
2007
ARTMED
2002
13 years 6 months ago
2002
An artificial neural network ensemble is a learning paradigm where several artificial neural networks are jointly used to solve a problem. In this paper, an automatic pathological...