Adding Figure 4 - Leave One Image Out Analysis

WayScience / phenotypic_profiling

Machine learning for predicting 15 single-cell phenotypes from cell morphology profiles

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Adding Figure 4 - Leave One Image Out Analysis #40

Closed gwaybio closed 1 year ago

gwaybio commented 1 year ago

main_figure_4_loio

Note: This figure will change. I am retraining the models (performing a new grid search for each individual image left out) and adding shuffled models. The shuffled models will likely belong in a supplement, not the main figure

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gwaybio commented 1 year ago

The new LOIO should be done today - I'll address your comments and update the visualization later! (sorry for the delay!)

gwaybio commented 1 year ago

New LOIO analysis completed! I will get this merged in and we can discuss at our meeting today