The following is a group Kaggle project using multiple linear regression models to predict housing prices in Ames, Iowa. The final Kaggle Score of all price predictions was 0.20623. In this study we ...

There are approximately a dozen common regression techniques, including ordinary linear regression ... The demo creates a NW kernel regression model, evaluates the model, and uses the model to make a ...

School of Polymer Science and Polymer Engineering, The University of Akron, Akron, Ohio 44325 United States ...

maintaining a simple model structure remains crucial. To address these challenges, we propose the Linear Graph Network (LGNet), which theoretically compresses multi-layer GCNs into a single layer, ...

This study presents linear mixed model-based approaches for MET data analysis. Ten MET grain yield datasets from national variety trials in Ethiopia were used. Randomized complete block (RCB) design ...

While existing emotion analysis methods focus on the utilization of effective deep models ... graph data mining for emotion analysis of EEG signals in the scene of IoMT. Firstly, we extract the ...

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality ...