Tag: python

Total 273 Posts

Ensemble/Voting Classification in Python with Scikit-Learn

Introduction

Ensemble classification models can be powerful machine learning tools capable of achieving excellent performance and generalizing well to new, unseen datasets.

The value of an ensemble classifier is that, in joining together the predictions of multiple classifiers, it can correct for errors made by any individual classifier, leading to

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Heap Sort in Python

Introduction

Heap Sort is another example of an efficient sorting algorithm. Its main advantage is that it has a great worst-case runtime of O(n*logn) regardless of the input data.

As the name suggests, Heap Sort relies heavily on the heap data structure - a common implementation of a

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