Linear Trees combine the learning ability of Decision Tree with the predictive and explicative power of Linear Models. Like in tree-based algorithms, the data are split according to simple decision ...

A new study published in the Journal of Plant Ecology has found that temperate forest tree species, regardless of their root ...

A pioneering study reveals how archaeologists' satellite tools can be repurposed to tackle climate change. By using AI and satellite LiDAR imagery from NASA and ESA, researchers have found a faster, ...

Benchmarking showed that the proposed approach outperformed support vector machines, random forest algorithms, and BP neural networks in accuracy and interpretability. The system also incorporates a ...

Image credits: prefix_code_16309 #3 Multiple sources of noise at once. For example- tv is on, and someone also watching videos on their phone in the same room. I can’t breathe.

Data Preparation: Removed irrelevant features (id). Handled missing values using mean imputation for the bmi feature. Encoded categorical variables into numerical representations using LabelEncoder.