| Title |
On the classification error rates in terms of semivariograms for Gaussian universal kriging models |
| Translation of Title |
Klasifikavimo klaidos vertinimas, pagrįstas semivariogramomis Gauso universalaus krigingo modeliui. |
| Authors |
Dučinskas, Kęstutis ; Dreižienė, Lina |
| DOI |
10.15388/LJS.2021.26442 |
| Full Text |
|
| Is Part of |
Lietuvos statistikos darbai.. Vilnius : Vilniaus universiteto leidykla. 2021, t. 60, Nr. 1, p. 1-7.. ISSN 1392-642X. eISSN 2029-7262 |
| Keywords [eng] |
pairwise discriminant function ; semivariogram ; actual error rate |
| Abstract [eng] |
Bayes multiclass classification of spatial Gaussian data following the universal kriging model is considered. The closed-form expressions for the maximum likelihood (ML) estimator of regression parameters and the actual error rate (AER) in terms of semivariograms are derived. |
| Published |
Vilnius : Vilniaus universiteto leidykla |
| Type |
Journal article |
| Language |
English |
| Publication date |
2021 |
| CC license |
|
