前回までに、 分類問題のモデルの一つ 「パーセプトロン」 を紹介して、 その実装を行いました。 パーセプトロンはとてもシンプルでわかりやすいモデルでしたが、 「⁠線形分離可能」 なデータにしか適用できないという難点がありましたね。 今回は ...

Logistic regression is a powerful statistical method that is used to model the probability that a set of explanatory (independent or predictor) variables predict data in an outcome (dependent or ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting a variable with two possible discrete values) using ...

Models using established cardiovascular disease risk factors had satisfactory predictive performance for 5-year CVD risk in ...

A Danish population study linked Health Risks to 30 chronic conditions, showing stress, obesity, and sleep troubles were most ...