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Exact(12)
When 13 HVGE features are applied, the classification accuracy is close to the whole 63-channel performance.
He applied the classification to the books in that library, until in 1876 he had a first version of the classification.
Then we constructed a Random Forest classifier to discriminate MHC types for mice on synthetic diet, and applied the classification rule to mice on normal diet.
To mimic the sensor mouse discrimination, we constructed a Random Forest classifier to discriminate MHC types for mice on normal diet, and applied the classification rule to mice on synthetic diet.
We applied the classification model obtained above on this independent dataset.
Finally, we applied the classification model to the designated validation cohort.
Similar(48)
Feature selection technique is applied to reduce the number of features before applying the classification task.
This work also provides tools for automatically measuring the metrics and applying the classification rules.
The method that applies the classification tree to cell-level KPIs is also included as a baseline.
Lastly, a reference method for cell diagnosis is based on applying the classification tree to traditional (cell level) KPIs.
The result of this process (i.e. the user diagnosis), which is equivalent to that obtained from applying the classification tree, can be used for cell diagnosis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com