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Limitations of Logistic Regression Model with Specific Regulators

The linear logistic regression model is not very flexible and may not fit all pairs of stripes well. A logistic model for Hb, kni, tll, and Gt is trained with specific data selection process as detailed in Ilsley et al.'s study published in eLife Sciences in 2013.

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Limitations of Logistic Regression Model with Specific Regulators

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  1. The linear logistic regression model is not unreasonably flexible: a given set of regulators cannot fit any pair of stripes well.A logistic model for Hb, kni, tll, and Gt is fit using training data that is selected as described in the main text fo... Ilsley G R et al. eLife Sciences 2013;2:e00522

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