Machine learning isn't just about making predictions: 5 steps learned from housing price prediction [Practical Summary]

"Which products will sell, and how many, next month?""How many hours will this task take?""Can we identify conditions prone ...
BIOENGINEER

AI Reads Brain Scans and ICU Scores to Spot a Deadly Sepsis Complication

Researchers in Wuhan combined automated whole-brain MRI segmentation with APACHE II and SOFA scores in an XGBoost machine ...
GitHub

Improving Breast Cancer Classification Using SVC & GridSearchCV

This project was developed as a B.Tech major project to explore the application of machine learning techniques to breast cancer classification. The system uses the Wisconsin Breast Cancer Diagnostic ...
GitHub

Heart Disease Risk Prediction — End-to-End MLOps Pipeline

Production-grade MLOps pipeline that predicts heart-disease risk from patient clinical data (UCI Heart Disease / Cleveland) and serves it as a monitored, containerised, Kubernetes-deployable API.
note

交差検証とGridSearchCVとは？機械学習モデルの評価と最適化を理解する【機械学習の基礎③】

前回は、MAE・MSE・R²などの評価指標と、過学習・学習不足について紹介しました。 機械学習では、モデルが複雑すぎても単純すぎても、未知のデータに対する予測精度が低下する場合があり ...
kumparan

Bagaimana Data Mining Mengungkap Alasan Di Balik Churn Industri Telco

Fenomena berpindahnya pelanggan ke penyedia layanan lain atau yang dikenal sebagai customer churn menjadi salah satu ...