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The leave-one-out maximum likelihood method for the priestley-chao estimator of conditional density
for suggesting the methods for their estimation. The typical approach - the cross-validation method - is supplemented with the leave-one-out maximum log-likelihood method......
Statistics and probability
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Allometric Bark Biomass Model for Daphne bholua in the Mid-Hills of Nepal
in bark biomass with no substantial trends in the residuals. Leave-one-out cross-validation also confirmed the high precision of this model, because it described most......
Physical geography
- 2017 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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Classification analysis tool
, etc. The package also provides the function for the cross-validation process (k-fold, leave-one-out).
JA - Elektronika a optoelektronika, elektrotechnika
- 2016 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
Feature Selection for Genetic Microarray Data
than the training data leave-one-out cross-validation.
JD - Využití počítačů, robotika a její aplikace
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Permutation tests tool
parameters before the application’s start: type of cross-validation process (k-fold, leave-one-out), number of cross-validation runs, type of classifier, metric function classification m...
JA - Elektronika a optoelektronika, elektrotechnika
- 2016 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
Regression analysis tool
, etc. The package also provides the function for the cross-validation process (k-fold, leave-one-out).
JA - Elektronika a optoelektronika, elektrotechnika
- 2016 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
A ridge to homogeneity for linear models
). The penalty parameter of such ridge regression estimator is tuned using leave-one-out cross-validation. The reduction in predictive mean squared error tends to increaseIn some heavily parameterized mode...
Applied Economics, Econometrics
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Improving stability of feature selection methods
are employed for the estimation, i.e., using leave-one-out cross-validation, for instance. However, the best results for wrappers are acquired with the 50/50 holdout validation....
JD - Využití počítačů, robotika a její aplikace
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Modelling fatigue life prediction of additively manufactured Ti-6Al-4V samples using machine learning approach
the hyperparameters and parameters using the leave-one-out cross validation (LOOCV) technique. The results present comparison between predicted and experimental results and validate......
Aerospace engineering
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Soil organic carbon prediction with terrain derivatives using geostatistics and sequential Gaussian simulation
, and leave one out cross validation was carried out. The study indicated SOC in soil...
Soil science
- 2021 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
Výsledek na webu
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