Other packages > Find by keyword >

amelie  

Anomaly Detection with Normal Probability Functions
View on CRAN: Click here


Download and install amelie package within the R console
Install from CRAN:
install.packages("amelie")

Install from Github:
library("remotes")
install_github("cran/amelie")

Install by package version:
library("remotes")
install_version("amelie", "0.2.1")



Attach the package and use:
library("amelie")
Maintained by
Dmitriy Bolotov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-22
Latest Update: 2019-03-18
Description:
Implements anomaly detection as binary classification for cross-sectional data. Uses maximum likelihood estimates and normal probability functions to classify observations as anomalous. The method is presented in the following lecture from the Machine Learning course by Andrew Ng: , and is also described in: Aleksandar Lazarevic, Levent Ertoz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava (2003) .
How to cite:
Dmitriy Bolotov (2018). amelie: Anomaly Detection with Normal Probability Functions. R package version 0.2.1, https://cran.r-project.org/web/packages/amelie
Previous versions and publish date:
0.1.0 (2018-02-22 10:30), 0.2.0 (2018-04-08 06:54)
Other packages that cited amelie R package
View amelie citation profile
Other R packages that amelie depends, imports, suggests or enhances
Functions, R codes and Examples using the amelie R package
Some associated functions: ad . amelie . pdfunc . predict.ad . 
Some associated R codes: ad.R . amelie.R . pdfunc.R . predict.ad.R . utils.R .  Full amelie package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

FMCCSD  
Efficient Estimation of Clustered Current Status Data
Current status data abounds in the field of epidemiology and public health, where the only observab ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
bizicount  
Bivariate Zero-Inflated Count Models Using Copulas
Maximum likelihood estimation of copula-based zero-inflated (and non-inflated) Poisson and negative ...
Download / Learn more Package Citations See dependency  
QuantileNPCI  
Nonparametric Confidence Intervals for Quantiles
Based on Alan D. Hutson (1999) , "Calculating nonparametric confidence i ...
Download / Learn more Package Citations See dependency  
Maintainer: Li Yan (view profile)
cdcfluview  
Retrieve Flu Season Data from the United States Centers for Disease Control and Prevention ("CDC") "FluView" Portal
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain a portal ...
Download / Learn more Package Citations See dependency  
factorplot  
Graphical Presentation of Simple Contrasts
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns