Extended Data Fig. 8: Evaluation of integration for multimodal profiles (related to Fig. 6). | Nature Biotechnology

Extended Data Fig. 8: Evaluation of integration for multimodal profiles (related to Fig. 6).

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

Extended Data Fig. 8

(a) Dataset information (left), categories (middle), and profile visualizations (right) for transcriptional datasets used in the analysis. (b) Visualization of integrated space with dataset annotations. (c) Comparison of categorical separation before and after integration using Supporting Vector Machine (SVM) or Multi-Layered Perceptron (MLP). 5-fold cross-validation was used. Dataset color was consistent with (b). (d) Categorical separation for transcript datasets before and after integration using linear classifier.

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