Abstract: Random forest (RF) is widely regarded as one of the most prevalent machine learning algorithms. To achieve higher precision, the structure of decision trees that serve as base learners in RF ...

Abstract: The risk of pedestrian-involved traffic accidents represents a significant challenge to road safety and necessitates objective methods for analyzing the contributing factors. This study ...

Immersing stressed volunteers in a 360° virtual Douglas-fir forest complete with sights, sounds and scents boosted their mood, sharpened short-term memory and deepened their feeling of ...

Everyone is different, and we all have our own unique quirks and idiosyncrasies that make us who we are. There are some of us, though, who get inordinately irked by things the vast majority don’t have ...

Everton boss David Moyes was delighted with their 1-0 win at Nottingham Forest on Saturday. He told evertontv: "Let's be fair, if you gave me next season what Nottingham Forest are doing, that would ...

For decades, efforts to halt deforestation in the Global South have gained much attention within the policy arena, most recently as a powerful and effective measure to mitigate climate change and ...

ABSTRACT: To improve the efficiency of air quality analysis and the accuracy of predictions, this paper proposes a composite method based on Vector Autoregressive (VAR) and Random Forest (RF) models.

Brighton boss Fabian Hurzeler admits he sees Nottingham Forest as an example to follow. Brighton meet third-place Forest in today's early kickoff. “We can be there but the truth is we are not there,” ...