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Variety specific models correctly identified 75 85% of immature tomatoes and 82 86% of mature green tomatoes in internal cross-validation, however external validation performance decreased when applied to predict maturities in a cultivar external to the training set.
These case studies demonstrate that all four B'-factor prediction models correctly identified the flexible regions (regions with the high-positive B'-factor values) and the rigid regions (with low-negative B'-factor values) along the three sequences.
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Overall, diagnosis-based models correctly identify a much higher number of high-expenditure users than the demographic model.
For g = 6, the results show that all three models correctly identify the disease locus, placed at 22 cm.
For each examined study design, we present the average of estimated effects with their empirical standard errors for non-zero predictors, the percentage of models correctly identifying the non-zero coefficients, and the average model size over 1000 replicates for five different statistical methods (BMA, DSA, LASSO, PLSR and SPCA).
Given 100 observations, our model correctly identified 70% of all target class cases ((n=37)), with a relatively low number of false alarms ((n=23)) and misses ((n=17)).
From the perspective of daily planning accuracy, the logistic regression model correctly identified 109 of 124 observations (refer to instance 1).
Model omission was high for introduced tench populations (54.7%), but the model correctly identified some areas where the species has been successful; distributional predictions for black carp show that large portions of eastern North America are at risk.
Overall, the model correctly identified 65.5% of patients' outcomes.
For the VV optimization, the impedance-based model correctly identified the optimal VV delay in 12 of 13 patients to within 5% points.
This reduced model correctly identified FXR ligands from diverse chemical scaffolds including steroids; however, it also returned more decoys leading to a diminished EF.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com