Ever have a question that, “Why is Linear Regression giving me such good accuracy on the training set but a low accuracy on the test set in spite of adding all the available dependent features to the model?” The question above seems inexplicable to many people but is answered by a concept called...
You might wonder why do we need cross validation in the first place itself. Let’s explain that first. Normally, the generalization performance of a machine learning algorithm depends on its prediction capability on an independent test data. This assessment is of utmost importance to us. Cross Validation is such a model validation technique...
FuncTools in Python
Apr 25, 2017 GENERAL BUSINESS, GENERAL TECHNOLOGY
In functional programming we use functions to produce the required output instead of objects. The primary difference between the two is that the state of objects changes continuously whereas functions have no state and make no changes to variables which Is not visible. The itertools functions is one of the most popular modules...
