Verification of whether there are enough galaxies in a training sample to build a machine learning model. The green line (support-vector machine), the red line (random forest), the pink line (logistic regression), the blue line (k-nearest neighbors), and the orange line (naive Bayes) show the average accuracy of ten repetitions of the evaluation procedure in Scikit-learn machine learning with Python.