Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature [PDF]
Both the root mean square error (RMSE) and the mean absolute error (MAE) are regularly employed in model evaluation studies. Willmott and Matsuura (2005) have suggested that the RMSE is not a good indicator of average model performance and might be
Tianfeng Chai, Roland Draxler
exaly +7 more sources
Problems in RMSE-based wave model validations
Abstract In order to evaluate the reliability of numerical simulations in geophysical applications it is necessary to pay attention when using the root mean square error (RMSE) and two other indicators derived from it (the normalized root mean square error (NRMSE), and the scatter index (SI)).
Lorenzo Mentaschi +2 more
exaly +5 more sources
Investigating the Two Optimization Algorithms (GWO and ACO) Coupling with Radial Basis Neural Network to Estimate the Pile Settlement [PDF]
Immunizing projects such as piled bridges entails considerations that ensure safety over the operation period. Pile Settlement (PS) which seems one of the most critical matters in constructional project failure, has attracted experts’ attention to be ...
Ehsanolah Assareh, Reza Poultangari
doaj +1 more source
Appraising the Pile Settlement Rates by Support Vector Regression Optimized Using the Novel Optimization Algorithms [PDF]
To ensure the safety of constructions such as bridge-owned structures, they must be immunized for the operational period. Considering the Pile settlement (PS) factor has to be an important project issue, much attention is paid to prevent damage before ...
Argyros Maris
doaj +1 more source
Maximum Likelihood Direction of Arrival Estimation using Chicken Swarm Optimization Algorithm [PDF]
Aspects towards the area of array signal processing are majorly confined to two techniques, Direction of arrival (DOA) estimation and adaptive beamforming (ABF).
Abhinav Sharma +4 more
doaj +1 more source
Evaluation of Stereo Images Matching [PDF]
Image matching and finding correspondence between a stereo image pair is an essential task in digital photogrammetry and computer vision. Stereo images represent the same scene from two different perspectives, and therefore they typically contain a high ...
Hadi Ali Hasan, Khalaf Abbas Zedan
doaj +1 more source
Estimating the RMSE of Small Area Estimates without the Tears [PDF]
Small area estimation (SAE) methods can provide information that conventional direct survey estimation methods cannot. The use of small area estimates based on linear and generalized linear mixed models is still very limited, possibly because of the perceived complexity of estimating the root mean square errors (RMSEs) of the estimates.
Diane Hindmarsh, David Steel
openaire +2 more sources
Распознавание оттенка цветовой метки на основе нечёткой кластеризации
Рассматривается задача определения текущего положения пневматических исполнительных механизмов. Решение поставленной задачи достигается введением системы технического зрения, позволяющей на основе метода нечеткой кластеризации определять в режиме ...
Maxim Bobyr +2 more
doaj +1 more source
This study analyzes the model of stunting toddler height gain and its influencing factors with Bayesian Tobit Quantile Regression (BTQR). The data used in this study are secondary data in the form of height data for stunting toddlers in Solok Regency ...
Arfarani Rosalindari +2 more
doaj +1 more source
RMSE-minimizing confidence intervals for the binomial parameter
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Kexin Feng +2 more
openaire +2 more sources

