Thresholds identified from decision tree algorithm were included. If the threshold was not informative based on exclusion using backwards selection in the regression model ... expression in cases and ...

Classical regression methods were combined with a machine learning ... n=784), and the East Hospital of Xuzhou Medical University (validation group, n=336). The flow chart of the study is shown in ...

Abstract: Measuring the equivalence ratio using flame spectral data is a key focus in combustion diagnostic techniques. Traditional methods rely on chemiluminescent bands with distinct spectral ...

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European ...

The goal of this project is to explore various machine learning algorithms ... regression tasks. Key machine learning models such as K-Nearest Neighbors (KNN), Naive Bayes, Linear and Non-linear ...