classification


can we use GMDH for two or three class classiication


As I read in R package GMDH a function for short term forecasting of a univariate time series by using GMDH-type neural network algorithms. Can i use it for Iris Dataset?
At the moment there two GMDH packages in R:
devtools::install_github("dratewka/rGMDH")
library(rGMDH)
m <- rGMDH::train(x,y)
yh <- predict(m, x)
and
library(GMDH)
out = fcast(data, input = 6, layer = 2, f.number = 1)
Both are designed for short-term forecasting and you will not be able to use them for classification.
However, by design, GMDH algorithms are very suitable for multi-variable classification. In fact, better than regression (see e.g. Section 5 in http://math.umaine.edu/~farlow/gmdh%20in%20pdf.pdf or Section 8 in
The Review of Problems Solvable by Algorithms of the Group Method of Data Handling (GMDH) ). Unfortunately they have not been fully implemented in R yet.
If interested, you may be able to implement it yourself using R base classes - E.g. See the first reference above to describe the exact algorithm.

Related Links

Can someone give me an example how to count probabilities using Complementary Naive Bayes in Mahout?
Classification results interpretation (TFlearn, Keras)
discretization for feature selection in weka
ROC result interpretation
Classification using Mallet and MaxEntropy
Measuring Error Correlation of Classifiers
caffe: Confused about regression
How to cut a dendrogram in r
Building weka classifier
Does Orange data mining software has multi-layer perceptron classification?
User Classification in RapidMiner - output should be the user based on a fed test data
Error in building mean image file(Caffe)
caffe: probability distribution for regression / expanding classification (softmax layer) to allow 3D output
Does MLE produce a generative or discriminative classifier?
Basic Hidden Markov Model, Viterbi algorithm
Where do I write the code for LIBSVM?

Categories

HOME
skype-for-business
kendo-ui
cxf
display
webvr
window.open
ms-application-insights
install
google-api-oauth
decoding
email-attachments
logstash-configuration
eclipse-orion
aggregate
responsive
windows-phone
airbnb
orange
project-reactor
aws-devicefarm
onclicklistener
launchd
checkmarx
restangular
delphi-2010
edsdk
jcr
eclipse-jdt
form-fields
area
stdin
taiga
inner-join
gridgain
logan-square
jks
dcom
cloudconvert
standard-error
beanshell
sharpdevelop
critical-section
therubyracer
fileopendialog
cedar-bdd
android-tabs
consolidation
symantec
x12
require-handlebars
init
particle-system
qtruby
transaction-isolation
factorization
firefox-os
skbio
mojolicious
page-flipping
log4cxx
mergecursor
data-quality-services
xmla
javadb
xpand
cs193p
yandex-api
satisfiability
internet-radio
kernel-density
mixradio
mdp
code-complete
randomaccessfile
dynamic-expresso
nsautoreleasepool
ntdll
gpl
beep
flatten
datasheet
yii-cactiverecord
jqzoom
windows-xp-embedded
html5-animation
llblgen
nyromodal
activescaffold
xslt-grouping
ihtmldocument2
zend-acl
unauthorized

Resources

Mobile Apps Dev
Database Users
javascript
java
csharp
php
android
MS Developer
developer works
python
ios
c
html
jquery
RDBMS discuss
Cloud Virtualization
Database Dev&Adm
javascript
java
csharp
php
python
android
jquery
ruby
ios
html
Mobile App
Mobile App
Mobile App