Download Shareware and Freeware Software for Windows, Linux, Macintosh, PDA

line Home  |  About Us  |  Link To Us  |  FAQ  |  Contact

Serving Software Downloads in 976 Categories, Downloaded 30.157.869 Times

Ensemble methods 1.0

  Date Added: May 03, 2013  |  Visits: 197

Ensemble methods

Report Broken Link
Printer Friendly Version


Product Homepage
Download (21 downloads)

There are four ensemble strategies--- random selecting samples, Bagging strategy, Random subspace method, Rotation forest method. They are ensemble methods which can obtain the samples of individual learner. Bagging method is a classical ensemble strategy proposed by Leo Breiman in Ref [L.Breiman. Bagging Predictors. Machine learning, vol.24(2), pp.123-140, 1996.]. Random subspace method is proposed by Tin Kam Ho in Ref [Ho T.K.. The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on pattern analysis and Machine Intelligence, vol.20(8), pp.832-844, 1998.]. Rotation forest method is better than bagging, random subspace, adaboost methods and so on, which is proposed by Juan J. Rodriguez and Ludmila I. Kuncheva in Ref [J.J. Rodriguez, L.I. Kuncheva. Rotation Forest: A New Classifier Ensemble Method. IEEE transactions on Pattern Analysis and Machine Intelligence, vol.28(10), pp.1619-1630, October, 2006.].

Requirements: No special requirements
Platforms: Matlab
Keyword: Analysis Bagging Constructing Decision Intelligence Method Pattern Pp832844 Vol
Users rating: 0/10

License: Shareware Size: 10 KB
ENSEMBLE METHODS RELATED
Mathematics  -  xlDEA 2.1
Data Envelopment Analysis (DEA) is a powerful method widely used in the evaluation of performance of Decision Making Units (DMUs). These can be business units (for example points of sales, bank branches, dealers, franchisees), government agencies,...
1.74 MB  
Development Tools  -  Cosinor Analysis 1.0
Cosinor analysis uses the least squares method to fit a sine wave to a time series. Cosinor analysis is often used in the analysis of biologic time series that demonstrate predictible rhythms. This method can be used with an unequally spaced time...
20.48 KB  
Education  -  NairnFEAMPM 4.0
NairnFEAMPM is a self-contained package for advanced scientific calculations using finite element analysis (FEA) or material point method calculations (MPM). The code engines are embedded in the application resources. The main applications is a...
3.9 MB  
Medical  -  Quick Calc Medical 1.0
Quick Calc Medical for mobile platforms is designed to give you the fastest way to calculate medical equations and scoring systems and incorporate bayesian analysis into medical decision making. It made by doctors to help healthcare providers do...
6.3 MB  
Medical  -  RanchoGait 1.0
? This app is based on the Rancho Observational Gait Analysis System, a well-known method for teaching physical therapists, physical therapist assistants, students, and other health care professionals a systematic approach to first analyzing...
244 MB  
Health & Fitness  -  Vedic Healing 1.0.0.0
This App provides Recommendations to balance your life by Dr Peeyush Bhargava. It is based on a Dosha Analysis and a Independently Developed Lifestyle Recommendation Model Dosha analysis is an Ayurvedic diagnostic method. Every...
1024 KB  
Development Tools  -  Nonlinear Relaxation Labeling for Image Processing 1.0
In the attached .zip folder you the main, self-contained function titled RelaxLabel2D which performs nonlinear relaxation labelling of 2D monochromatic and multispectral images. Also included are three demo files:RelaxLabel2D_demo1: Provides an...
819.2 KB  
Libraries  -  Decision::Markov 0.03a
Decision::Markov is a Perl module with markov models for decision analysis. SYNOPSIS use Decision::Markov; $model = new Decision::Markov; $state = $model->AddState("Name",$utility); $error = $model->AddPath($state1,$state2,$probability);...
8.19 KB  
Application Add-Ins  -  Adelix reporting and data analysis 1.0
Reporting and data analysis WEB solution adaptable on any data structure type. ADELIX is your WEB based cost effective solution for hunting golden insights in your data. With ADELIX your data will be leveraged to become a valuable competitive...
1.14 MB  
Mathematics  -  Analysis Studio 6.30.3546.16859
Analysis Studio provides the researcher a fast reliable way to create and manage data mining projects and includes automated methods for gaining a high level of accuracy and model stability. The software is designed for supporting crucial...
4.31 MB  
NEW DOWNLOADS IN SCRIPTS, DEVELOPMENT TOOLS
Scripts  -  Freelancer Script 5.05
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Post projects. Featured projects. Private projects. Sealed projects. Edit/delete projects. Select freelancers....
5.49 MB  
Scripts  -  B2B Script 4.20
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Sign-up Account (Registration of account). Lead generation tools (for the sellers). Email verification to...
5.49 MB  
Scripts  -  B2C Script 5.06
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). The script comes with totally editable site colors, icons and graphics Multilevel categories allows extensive browsing Admin can change Category ordering or...
5.49 MB  
Scripts  -  Social Networking Script 2.86
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Registration with name, email, password, date of birth etc. User can add multiple school, college, university with start...
5.49 MB  
Scripts  -  Business Networking Script 8.04
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Ajax based interface. Profile creation. Different types of profile. Profile for jobseekers, employers and employed...
5.49 MB  
Development Tools  -  VMP Viewer 1.0
This is a very rudimentary tool to visualize the VMP files generated by BrainVoyager. Useful to share files with people who do not have BV.
10 KB  
Development Tools  -  Sending reports and timestamped file by emailing 1.0
main executing reference usage:[1] usage_send_mail.mIllustrates email sending with multiple separate files or single timestamped tar file. Attachment failure is properly handled, with continuation of report emailing without the attachment.[2]...
768 KB  
Development Tools  -  IrisMVC 2.0 rc1
IrisMVC is an OOP PHP framework that developers can use as a strong and secure foundation to build on various web applications following the Model-View-Controller (MVC) pattern. It provides the basic functionality developers need, without...
51.2 KB  
Development Tools  -  7-Zip for Script 4.42
7-Zip is a file archiver with a high compression ratio.Features:- High compression ratio in new 7z format with LZMA compression- Supported formats:- Packing / unpacking: 7z, ZIP, GZIP, BZIP2 and TAR- Unpacking only: RAR, CAB, ISO, ARJ, LZH, CHM,...
624.64 KB  
Development Tools  -  Barnardextest 1.0
This file, as the Fisher's exact test, performs the exact probability test for a table of frequency data cross-classified according to two categorical variables, each of which has two levels or subcategories (2x2). It is a non-parametric...
10 KB