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Most data files are adapted from UCI Machine Learning Repository data, some are collected from the literature. treated for missing values, numerical attributes only, different percentages of anomalies, labels 1000+ files ARFF: Anomaly detection: 2016 (possibly updated with new datasets and/or results) [331] Campos et al.
The University of California Irvine hosts the UCI Machine Learning Repository, a data resource which is very popular among machine learning researchers and data mining practitioners. [97] It was created in 1987 and contains 622 datasets from several domains including biology, medicine, physics, engineering, social sciences, games, and others. [98]
The iris data set is widely used as a beginner's dataset for machine learning purposes. The dataset is included in R base and Python in the machine learning library scikit-learn, so that users can access it without having to find a source for it. Several versions of the dataset have been published. [8]
The following tree was constructed using JBoost on the spambase dataset [3] (available from the UCI Machine Learning Repository). [4] In this example, spam is coded as 1 and regular email is coded as −1. An ADTree for 6 iterations on the Spambase dataset. The following table contains part of the information for a single instance.
Various plots of the multivariate data set Iris flower data set introduced by Ronald Fisher (1936). [1]A data set (or dataset) is a collection of data.In the case of tabular data, a data set corresponds to one or more database tables, where every column of a table represents a particular variable, and each row corresponds to a given record of the data set in question.
UCI Machine Learning Repository Content Summary (See "Pima Indians Diabetes Database" for the original data set of 732 records, and additional notes.) MATLAB code for one dimensional and two dimensional density estimation; libAGF C++ software for variable kernel density estimation
Preprint repository of scholarly work in the fields of biomedical sciences, chemistry, and earth sciences >1,000 2007–2012 Nature Publishing Group: NutriXiv: Nutritional sciences: Preprint service for the nutritional sciences <100 2018 Center for Open Science: Optimization Online: Mathematics: Eprint repository for optimization topics >10,000 ...
Machine Learning Bioinformatics Systems Biology Mathematics [1] Institutions: Donald Bren School of Information and Computer Sciences University of California Irvine University of California, San Diego: Thesis: I: On a Family of Generalized Colorings. II: Some Contributions to the Theory of Neural Networks. III: Embeddings of Ultrametric Spaces ...