Discrepancy between training error and test error
Error and discrepancy in radiology: inevitable or avoidable?
... The commoditization of radiology and the increasing use of teleradiology services, which militate against the development of relationships between referrers and radiologists, remove some potential opportunities to ...
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The Error Correction Model as a Test for Cointegration
... the error correction relationship between a set of I(1) ...this test indicate that it has higher power than the Engle-Granger test but lower power than a t-test based on the ...
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Regularized Minimum Error Rate Training
... “BLEU” score is then computed for each hypothe- sis, by computing the dot product between a prede- fined gold weight vector w ∗ and each feature vector h s,m . By this linear construction, w ∗ is guaranteed to be ...
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Stabilizing Minimum Error Rate Training
... To test whether the variation in development- set BLEU scores accounts completely for the vari- ation in test-set scores, we measured the correla- tion between ...lower test- set scores. ...
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Optimal Search for Minimum Error Rate Training
... 5 Results The section evaluates both the exact and beam ver- sion of LP-MERT. Unless mentioned otherwise, the number of features is D = 13 and the N -best list size is 100. Translation performance is measured with a ...
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Regularization and Search for Minimum Error Rate Training
... the test sets but on the dev set as ...during training, MERT is using n-best lists for objec- tive evaluations rather than the more expensive pro- cess of running the decoder for each point that needs to be ...
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Effectiveness of Error Management Training: A Meta-Analysis
... EMT training, at least compared with the number for meta- analyses that have a broader research focus ...with training methods that are older and more established than is EMT ...in training outcomes ...
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Data Weighted Training Strategies for Grammatical Error Correction
... baseline. We then apply data scoring via ∆ppl to the GEC task, demonstrating the value of ∆ppl as a heuristic for example quality. By comparing multiple plausible methods for applying ∆ppl, we gain some insight into the ...
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Minimum Error Rate Training by Sampling the Translation Lattice
... to test this conjecture we repeated our experiments, but at each iteration we used the union of a 100 random sample and a 100 n-best ...overlap between the ...
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An Error Oriented Approach to Word Embedding Pre Training
... (AP) between the true scores and predicted ones with respect to the error representing class (true score = 0) and compare it to a random baseline, where random probability scores are ...on training ...
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Minimum Error Rate Training in Statistical Machine Translation
... 1 Introduction Many tasks in natural language processing have evaluation criteria that go beyond simply count- ing the number of wrong decisions the system makes. Some often used criteria are, for example, F-Measure for ...
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Error Is Not Terror: Error Correction in Second Language Writing
... difference between the two essays was statistically significant for the error correction ...the error correction group improved in terms of grammatical ...for error correction group revealed ...
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ERROR MANAGEMENT TRAINING
... of error, and the ongoing management of error when it spontaneously ...of error when circumstances demand that operational decisions are made to guide the actions of the flight ...or ...
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Saddlepoint test in measurement error models
... We develop second order hypothesis testing procedures in functional measurement error models for small or moderate sample sizes, where the classical first order asymp- totic analysis often fails to provide ...
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SOURCE OF ERROR IN TEST FOR STOOL TRYPSIN
... for one hour, not only was the gelatin digested by stools from healthy infants, but also by stools from the patients with mucoviscidosis as well as by distilled water.. At room temperatu[r] ...
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SOURCE OF ERROR IN TEST FOR STOOL TRYPSIN
... for one hour, not only was the gelatin digested by stools from healthy infants, but also by stools from the patients with mucoviscidosis as well as by distilled water.. At room temperatu[r] ...
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Error and Complementary Error Functions
... The error function and the complementary error function are important special functions which appear in the solutions of diffusion problems in heat, mass and momentum transfer, probability theory, the ...
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An error in temporal error theory
... Back to the demons. Suppose that the only inhabitants of this world are in thrall to a demon; it is the demon that is tracked by their temporal phenomenology. One way to conceptualise this is that at every moment, the ...
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Error in Shakespeare : Shakespeare in error
... used between the lovers but without needing to be what Moffat calls ‘Tillyardized’, that is, emphasising unity in the play and more broadly its fit within the ‘World ...
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A Robust LM Test for Spatial Error Components
... spatial error components model proposed by Kelejian and Robinson (1995) provides a useful alternative to the traditional spatial models with a spatial autoregressive (SAR) error process or a spatial moving ...
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