Nature

Naive Bayes Classification and Crowdsourcing Techniques

Naive Bayes classification remains a cornerstone of machine learning, renowned for its simplicity, efficiency, and interpretability. This probabilistic approach leverages Bayes’ theorem under the ...
Visual Studio Magazine

Gaussian Naive Bayes Classification Using the scikit Library

Dr. James McCaffrey of Microsoft Research says the main advantage of using Gaussian naive Bayes classification compared to other techniques like decision trees or neural networks is that you don't ...
Visual Studio Magazine

Multinomial Naive Bayes Classification Using the scikit Library

A full-code demo from Dr. James McCaffrey of Microsoft Research shows how to predict the type of a college course by analyzing grade counts for each type of course. General naive Bayes classification ...
CNET

グーグル、インテル、MSが注目するベイズ理論

今日のコンピュータ界を動かす18世紀の確率論 今日のコンピュータ界をリードする権威ある数学者の1人であるThomas Bayes（トーマス・ベイズ）は、他の数学者と一線を画する。ベイズは神の存在を方程式で説明できると主張した人物だ。そんな彼の最も重要 ...