A Machine Learning Gateway for Scientific Workflow Design

Figure 13

Visualization of the redshift probability distribution for four random galaxy images generated by the VisualizePredictions job. The probability distribution is generated from the neural network architecture, and support is given by the 32 bins over the range of redshift values. The predicted redshift value is the expected value of this probability distribution.

(a)

(b)

(c)

(d)