Extended Data Fig. 1: Setups for simulation experiment, comparing approaches and evaluation metrics. | Nature Biotechnology

Extended Data Fig. 1: Setups for simulation experiment, comparing approaches and evaluation metrics.

From: Transitive prediction of small-molecule function through alignment of high-content screening resources

Extended Data Fig. 1

(a) Cartoon illustration of simulated data generation. (b) Sequential integration strategies for CCA (left) and StabMAP (right) to work with multiple datasets (Methods). (c) An overview of evaluation metrics for integration and how different metric values reflect different integration results. (d) Calculation steps using the total variation distance to evaluate the multi-dataset alignments.

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