Machine Learning, Regression, Data Science.
batch — Computes the gradient for a random sets of instances(mini batches of 10 to 1000 examples). It can get stuck in local minima. from sklearn.linear_model import SGDClassifier from sklearn.preprocessing import StandardScaler from sklearn.pipeline import make_pipeline sgdc =