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However, most techniques do not take rotation invariance into account, for which a large amount of well-formed datasets are required, or unnecessary information has to be manually excluded from the learning data, which is not an ideal algorithm that can easily be applied to all areas.
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All bouts were visually inspected by experimenters and bouts were manually excluded from the dataset in cases of tracking failures, or when belonging to obvious escape or struggle behavior.
These outlier results were manually excluded from the database.
Sequences with extensive gaps were manually excluded from phylogenetic studies.
These were manually excluded from further analysis based on the low max OD750.
After each run, obvious outliers (no amplification, multiple products) were manually excluded from the subsequent analysis.
Sequences with extensive gaps were manually excluded from phylogenetic analysis using the multiple alignment editor Jalview version 2.7 [ 62].
Particles in contact with the edge of an image were automatically excluded, and overlapping particles were manually excluded from the size analysis.
When heterozygous SNPs were discovered in any one of six lines, they were manually excluded from the list of SNP candidates.
Then, non-significant variables were manually excluded from the model, one by one, according to the highest p value in each step, until only statistically significant variables (p < 0.05) remained in the final model.
In addition to being manually excluded from Samples 3, 4, and 6, emotion management did not appear in the final regression models in Samples 1, 2, and 5, based on the stepwise method.
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CEO of Professional Science Editing for Scientists @ prosciediting.com