Nature

Evaluating algorithms of decision tree, support vector machine and regression for anode side catalyst data in proton exchange membrane water electrolysis

In recent years, concerns about global warming and its various environmental impacts, such as polar ice melting, acid rain, and rising sea levels, have become a primary focus for scientists. These ...
Nature

Prediction of damage intensity to masonry residential buildings with convolutional neural network and support vector machine

Residential buildings are the most numerous group of buildings in Poland. According to the Central Statistical Office, there are nearly 6.9 million of them 1. In 2022, more than 110,000 new ...
CU Boulder News & Events

DTSA 5509 Introduction to Machine Learning: Supervised Learning

Use modern machine learning tools and python libraries. Explain how to deal with linearly-inseparable data. Compare logistic regression’s strengths and weaknesses. Explain what decision tree is & how ...