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If these blind testings teach us anything, it's that for the vast majority of experts and amateurs fine-grained perceptual judgments are impossible.
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Among 1250 patterns 70%% of the dataset is used for training (874 cases), 15%% (188 cases) is used for validation during training to prevent over-training problems, and remaining 15%% (188 cases) used for blind-testing purposes to test the generalization capabilities of the trained neural network.
The strong taste and smell of garlic made blind-testing impossible, but all participants ate sandwiches either with or without garlic, and received either garlic supplement pills or placebo tablets.
It is unfortunate that many applied methods do not have a strong underpinning built on, what should be considered necessary, blind-testing.
As a third step in our objective, model testing was conducted on the two time periods of 1991 2003 (testing 1) and 1995 2003 (testing 2), respectively, with the testing 2 time period being equivalent to a blind test (due to different initial conditions).
Guidelines should be derived from objective review of data generated by blind testing of unknown compounds dosed at non-toxic concentrations and evaluated in a true safety-testing environment, where the experimental design and conclusions must be defensible.
Blind, blind?
Co-testing with cytology and HPV allowed us not only the comparison between tests but also to speculate about different screening scenarios as testing was done blind to the other test result.
Blind faith?
You blind?
Blind spots?
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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