Fig. 3: Evaluation scenario 2. | Nature Communications

Fig. 3: Evaluation scenario 2.

From: Evaluating batch correction methods for image-based cell profiling

Fig. 3

Quantitative comparison of ten batch correction methods measuring batch effect removal (four batch correction metrics) and conservation of biological variance (six bio-metrics). Metrics are mean aggregated by category. Overall score is the weighted sum of aggregated batch correction and bio-metrics with 0.4 and 0.6 weights respectively.

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