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The set is then treated as the initial training sample.
Based on these considerations, the first 96 monthly observations (from January 1999 to December 2006) are selected as the initial training set, the next sixty (from January 2007 to December 2011) as the validation set, and the last 15%% as the test set.
The average of the sensitivity, specificity, and accuracy for these ten distributions is considered as the initial training phase performance.
Table 1 summarizes the demographic and pathologic parameters of the 272 patients that were used as the initial training set.
For starting conditions two to six, we randomly select x% of our final list of curated GO+ and y% of our final list of curated GO− as the initial training instances.
To test our hypothesis that iterative prediction saves curation effort compared with doing just one round of curation, we perform experiments with six different starting conditions, some with more GO terms used as the initial training instances and some with less.
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In these sessions, responding on the active lever had similar consequences as in the initial training phase, whilst responding on the inactive lever was recorded but had no scheduled consequences.
As in the initial training period, the final trial in a session led to a large food reward.
Using midsummer images atmospherically corrected with a simple dark-object-subtraction (DOS) method, there is no statistically significant loss of accuracy as the classification is extended from the initial training image to other images from the same scene (path and row): temporal generalization is successful.
Even after the initial "training," life as an elephant used for rides can be grueling.
After the initial training, you will improve the program's accuracy as you dictate, by correcting its mistakes in transcription.
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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