FIGURE

Fig. S3

ID

ZDB-FIG-150402-12

Publication

Jeanray et al., 2015 - Phenotype classification of zebrafish embryos by supervised learning

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Fig. S3

Examples of sensitive images for “Necrosed Yolk Sac” and “Up Curved Tail” phenotypes.

This Fig. shows examples of images where the impact of the subjectivity of the experts during image annotation could explain the weak classification results for the two phenotypes “Necrosed Yolk Sac” and “Up Curved Tail”. Columns “A” and “B” show examples of images annotated as belonging, respectively to the “Necrosed Yolk Sac” and the “no_Necrosed Yolk Sac” classes. These images are actually very similar even if they were annotated as belonging to opposite classes. The same observation is made for images in columns “C” and “D”. Images in “C” are annotated by experts as belonging to the “Up Curved Tail” class whereas images in “D” are annotated as not belonging to the “Up Curved Tail” class.

Expression Data

Expression Detail

Antibody Labeling

Phenotype Data

Phenotype Detail

Acknowledgments

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