Results 11 to 20 of about 160,280 (251)
Distributed multinomial regression [PDF]
The Annals of Applied Statistics, 2015 Published at http://dx.doi.org/10.1214/15-AOAS831 in the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Taddy, Matt
openaire +6 more sources
Logistic Regression Multinomial for Arrhythmia Detection [PDF]
2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016 In this paper, we introduce a method based on logistics Regression multi-class as a classifier to provide a powerful and accurate insight into cardiac arrhythmia. As suggested by our evaluation, this provide a robust, scalable, and accurate system, which can successfully tackle the challenges posed by the utilization of big data in the medical sector.
Omar Behadada +4 more
openaire +4 more sources
Future Internet, 2021 Network behavior analysis is an effective method to outline user requirements, and can extract user characteristics by constructing machine learning models. To protect the privacy of data, the shared information in the model is limited to non-directional
Kun Liang, Jingjing Liu, Yiying Zhang
doaj +1 more source
Regularized Ordinal Regression and the ordinalNet R Package
Journal of Statistical Software, 2021 Regularization techniques such as the lasso (Tibshirani 1996) and elastic net (Zou and Hastie 2005) can be used to improve regression model coefficient estimation and prediction accuracy, as well as to perform variable selection.
Michael J. Wurm +2 more
doaj +1 more source
Can Multinomial Logistic Regression Predicts Research Group using Text Input?
Knowledge Engineering and Data Science, 2022 While submitting proposals in SISINTA, students often confuse or falsely submit their proposals to the less relevant or incorrect research group. There are 13 research groups for the students to choose from.
Harits Ar Rosyid +3 more
doaj +1 more source
Classification of Hypertension in Pregnant Women Using Multinomial Logistic Regression
JTAM (Jurnal Teori dan Aplikasi Matematika), 2023 Maternal Mortality Rate (MMR) is still a crucial problem in Indonesia and other developing countries; one of the causes is Hypertension in Pregnancy (HDK). This study aims to classify hypertension in pregnant women based on the factors that influence it,
Yuniar Farida +2 more
doaj +1 more source
Distributed Parallel Sparse Multinomial Logistic Regression
IEEE Access, 2019 Sparse Multinomial Logistic Regression (SMLR) is widely used in the field of image classification, multi-class object recognition, and so on, because it has the function of embedding feature selection during classification.
Dajiang Lei +4 more
doaj +1 more source
Linguistics, 2022 When an English word ending in a stop is adapted to Korean, a vowel is variably inserted after the final stop. Vowel insertion in this position is surprising because voiceless stops are permissible in coda position in Korean and it is not motivated by ...
Kim Jungyeon
doaj +1 more source
Multinomial Inverse Regression for Text Analysis [PDF]
, 2013 Text data, including speeches, stories, and other document forms, are often connected to sentiment variables that are of interest for research in marketing, economics, and elsewhere.
Taddy, Matt
core +1 more source
Sequential change-point detection in a multinomial logistic regression model
Open Mathematics, 2020 Change-point detection in categorical time series has recently gained attention as statistical models incorporating change-points are common in practice, especially in the area of biomedicine.
Li Fuxiao, Chen Zhanshou, Xiao Yanting
doaj +1 more source