Instance Segmentation Model Evaluation and Rapid Deployment for Autonomous Driving Using Domain Differences
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3236626
Abstract: This paper studies the model evaluation and rapid deployment problems when the model trained by the source domain is deployed to multiple other target domains in autonomous driving application scenarios. To address the problem that… read more here.
Keywords: domain differences; model evaluation; model; rapid deployment ... See more keywords
Establishing a predictive model for the evaluation of fecundity
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Obstetrics and Gynaecology Research"
DOI: 10.1111/jog.15167
Abstract: We aim to establish a predictive model for the evaluation of fecundity based on infertility‐related factors. read more here.
Keywords: model evaluation; predictive model; evaluation fecundity;
Limits of prediction accuracy on randomly selected natural images for model evaluation.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of vision"
DOI: 10.1167/jov.22.3.52
Abstract: Prediction accuracy on held-out data has become a critical analysis for quantitative model evaluation and hypothesis testing in computational cognitive neuroscience. In this talk, I will discuss the limits of prediction accuracy as a standalone… read more here.
Keywords: prediction accuracy; model evaluation; prediction; variance ... See more keywords
The Model Evaluation Tools (MET): More than a Decade of Community-Supported Forecast Verification
Sign Up to like & getrecommendations! Published in 2020 at "Bulletin of the American Meteorological Society"
DOI: 10.1175/bams-d-19-0093.1
Abstract: Forecast verification and evaluation is a critical aspect of forecast development and improvement, day-to-day forecasting, and the interpretation and application of forecasts. In recent decades, the verification field has rapidly matured, and many new approaches… read more here.
Keywords: model evaluation; evaluation; verification; evaluation tools ... See more keywords
An integrated model for evaluation of big data challenges and analytical methods in recommender systems
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Big Data"
DOI: 10.1186/s40537-022-00560-z
Abstract: The study aimed to present an integrated model for evaluation of big data (BD) challenges and analytical methods in recommender systems (RSs). The proposed model used fuzzy multi-criteria decision making (MCDM) which is a human… read more here.
Keywords: integrated model; big data; model evaluation; analytical methods ... See more keywords
An Update on Kirkpatrick's Model of Evaluation: Part Two.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of continuing education in nursing"
DOI: 10.3928/00220124-20180613-02
Abstract: Since Kirkpatrick first published his evaluation model, many continuing nursing education providers have used it. The model has stood the test of time. In 2016, the model was updated by Kirkpatrick's son and daughter-in-law through… read more here.
Keywords: model evaluation; evaluation part; model; evaluation ... See more keywords
Improvement of model evaluation by incorporating prediction and measurement uncertainty
Sign Up to like & getrecommendations! Published in 2017 at "Hydrology and Earth System Sciences"
DOI: 10.5194/hess-22-4145-2018
Abstract: Abstract. Numerous studies have been conducted to assess uncertainty in hydrological and non-point source pollution predictions, but few studies have considered both prediction and measurement uncertainty in the model evaluation process. In this study, the… read more here.
Keywords: model; prediction measurement; measurement uncertainty; model evaluation ... See more keywords