IEEE

A Robust Crop Yield Forecasting Model Through Machine Learning Ensemble Techniques

Abstract: Accurate crop yield forecasting plays a vital role in effective agricultural management and resource planning. This study presents an advanced machine learning approach that utilizes ...
BMJ

Shared decision-making using a decision aid for patients with breast cancer considering breast reconstruction: study protocol for a cluster-randomised controlled trial in Japan

Introduction Shared decision-making (SDM) requires that individuals are correctly and smoothly supported to make decisions. However, in Japan, development of decision aids (DAs) to support ...
GitHub

Flight Delay Prediction Using PySpark

This project implements a distributed machine learning pipeline to predict flight arrival delays with a Mean Absolute Error (MAE) of approximately 8 minutes. The ...
IEEE

Predicting House Prices Using Various Machine Learning Algorithms

Abstract: The research uses the Ames dataset from Kaggle for predicting house prices. It applies six different machine learning models. These are XGBoost Regressor, Support Vector Regressor, Decision ...
The New York Times

The Early Decision Option Is a Racket. Shut It Down.

Mr. Currell was a deputy undersecretary and senior adviser at the Department of Education from 2018 to 2021. He is a trustee of Gustavus Adolphus College in St. Peter, Minn. This week, about 200,000 ...