Prediction intervals with random forests
Sign Up to like & getrecommendations! Published in 2019 at "Statistical Methods in Medical Research"
DOI: 10.1177/0962280219829885
Abstract: The classical and most commonly used approach to building prediction intervals is the parametric approach. However, its main drawback is that its validity and performance highly depend on the assumed functional link between the covariates… read more here.
Keywords: prediction intervals; forest method; random forests; performance ... See more keywords
Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Big Data"
DOI: 10.1186/s40537-020-00288-8
Abstract: The analysis of big data is a fundamental challenge for the current and future stream of data coming from many different sources. Geospatial data is one of the sources currently less investigated. A typical example… read more here.
Keywords: invasion; forest method; dataset drosophila; method ... See more keywords