Performance accuracy and stability in baseline trials
Stability and Accuracy in Incremental Speech Recognition
... We find that the integrative approach, LAISR, outperforms Terminal ISR on three recognition tasks for a bus timetable spoken dia- logue system. When looking at utterances with more than one word this difference becomes ...
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Yield stability of performance in multi-environment trials of barley (Hordeum vulgare L.) genotypes
... Yield stability of performance in multi-environment trials of barley (Hordeum vulgare ...yield stability at eleven ...of stability parameters, genotypes G4 (3 393 kg ha −1 ) G12 (3 440 ...
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Improved Performance and Stability of the Knockoff Filter and an Approach to Mixed Effects Modeling of Sequentially Randomized Trials
... If an original variable cannot be distinguished from its knockoff version in the regression model, it is identified as having a null effect; variables estimated as having much larger eff[r] ...
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Sparsity Is Better with Stability: Combining Accuracy and Stability for Model Selection in Brain Decoding.
... generalization performance (e.g., accuracy), then it becomes difficult to choose the best model and identify the “true brain map” of informative or predictive ...
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Solving the stability-accuracy-diversity dilemma of recommender systems
... recommendation stability problem. To improve the similarity stability and recommendation stability is crucial for the user experience enhancement and the better understanding of user ...the ...
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Stability analysis of geomagnetic baseline data obtained at Cheongyang observatory in Korea
... good performance of the observatory (McLean et ...good baseline stability makes monitoring of sec- ular variations more accurate (Reda et ...2011). Baseline variations recommended by ...
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Improving forecast accuracy : improving the baseline forecast for cheese products by use of statistical forecasting
... forecast accuracy. When we compare, per article, the accuracy of the optimum model, with the accuracy of the best of the simple or double exponential smoothing model, (Results in Appendix N) we see ...
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Propensity score to detect baseline imbalance in cluster randomized trials: the role of the c-statistic
... Moreover, this pre-selecting strategy for the covariates allowed for a systematic improvement in the percent- age of bias detection for each study scenario, as dis- played in Fig. 2. The relative improvement (defined as ...
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Subjective impulsivity and baseline EEG in relation to stopping performance
... their performance than partici- pants with low theta-beta EEG ...participants, baseline EEG was recorded in a previous expe- ...individual stability of human EEG, revealing that human EEG is stable ...
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Safety Performance of Airborne Separation: Preliminary Baseline Testing
... Airborne separation is enabled by advanced decision-aiding automation integrated into aircraft avionics. The automation is designed to detect conflicts between aircraft, help pilots resolve them, and provide conflict- ...
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Baseline Performance Monitoring of Commercial Dairy Anaerobic Digester
... inhibitory substances, and contain low levels of alkalinity or buffering capacity to control pH adequately throughout the digestion process (Gallert and Winter, 1997). Notably, the biogas industry has recognized the ...
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Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation
... Models and Baselines Our main baseline is the PBLM-CNN sentiment classifier – the supe- rior model of ZR18 (§ 2) – to which we refer as NoTRL. Our TRL algorithm aims to improve the PBLM (representation learning) ...
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Performance Baseline. Component 8 Installation and Maintenance of Health IT Systems. Performance Baseline: Testing
... Component 8/Unit 8b Health IT Workforce Curriculum Version 2.0 Spring 20114. Performance Baseline.[r] ...
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Baseline testing in cluster randomised controlled trials: should this be done?
... ‘ baseline statistical tests ’ are seen as an anathema, to some, in individually randomised ...over baseline testing using p values for individually randomised trials are not relevant ...trialists ...
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Baseline testing in cluster randomised controlled trials : should this be done?
... randomised trials Cluster randomised trials are when participants are randomised as intact groups rather than as individ- ...randomised trials [ 8 ]. Often, recruit- ment to cluster trials ...
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Reliability Accuracy Performance
... eliability, accuracy and performance are the key product features required by FCI customers for their flow, level and temperature switch ...unique performance features to help you easily select the ...
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Analyzing the Tradeoff Between Ratings Accuracy and Stability
... Ratings are also used as tools for mitigating principal-agent problems in other areas within credit markets, and, in these cases as well, the value of ratings as governance tools depends on both accuracy and ...
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Allocation techniques for balance at baseline in cluster randomized trials: a methodological review
... at baseline. Imbalance of important covariates at baseline decreases statistical power and precision of the ...to trials randomizing individuals because of the difficulties in recruiting clusters and ...
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Baseline choice and performance implications for REDD
... the baseline against which reductions are measured. The baseline estimates the business-as-usual emissions from deforestation and forest ...the performance of four ...all performance aspects, ...
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Developing a standardized tool for interpretation of radiology diagnostic accuracy trials
... In summary, as I recount the methods of my doctoral study, this in-depth level of reflection greatly enhanced my ontological and epistemological stance and rendered me clarity with respect to research paradigms. On ...
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