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Topic > Machine Learning

Bayesian Methods (3 projects)
Boosting (6 projects)
Genetic Algorithms (2 projects)
Model Selection and Validation (7 projects)
Neural Networks (2 projects)
Random Forests (1 projects)
Recursive Partitioning (5 projects)
Regularized and Shrinkage Methods (11 projects)
Support Vector Machines (1 projects)

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30 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1> <2>

0. Sequence analysis for social scientists - TraMineR is intended for mining and visualizing sequences of states or events. Its primary aim is the analysis of longitudinal data in the social science field but many of its features may also apply to non temporal data such as text or DNA sequences.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Graphics : Plotting [Filter]
Topic : Machine Learning [Filter]
Topic : Social Sciences [Filter]

Activity Percentile: 62.12
Activity Ranking: 51.00
Registered: 2010-04-13 10:26

1. Machine Learning in R - S4 package to unify many machine learning methods in R - currently classification and regression. Training, prediction, resampling, tuning, benchmarking / modelselection are possible. Parallel execution is supported through snowfall and NWS.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : Java [Filter]
Programming Language : R [Filter]
Topic : High Performance Computing : Parallel Computing [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 60.61
Activity Ranking: 53.00
Registered: 2009-07-27 12:23

2. Recommender Lab - Provides the infrastructure to develop and test recommender algorithms.
Development Status : 3 - Alpha [Filter] Intended Audience : Developers [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 38.64 Activity Ranking: 82.00 Registered: 2009-04-11 15:07

3. Classification rules - An R package for learning classification rules from data.
Development Status : 4 - Beta [Filter] Intended Audience : End Users/Desktop [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 36.36 Activity Ranking: 85.00 Registered: 2012-04-10 12:11

4. arules - Mining Association Rules - Infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Interfaces the association mining algorithms Apriori and Eclat. Add-ons for visualization, etc.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 9.09
Activity Ranking: 121.00
Registered: 2007-05-21 13:55

5. qsaR in R - This project aims at building a flexible framework for working with QSAR in R.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : BSD License [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : Java [Filter]
Programming Language : R [Filter]
Topic : Biostatistics & Medical Statistics [Filter]
Topic : Chemoinformatics [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 8.33
Activity Ranking: 122.00
Registered: 2012-10-22 23:24

6. FuzzyNumbers - The package provides S4 classes and methods to deal with Fuzzy Numbers (computations of operations on FNs, approximation by trapezoidal/piecewise linear FNs, etc.). It may be used by the researchers in Fuzzy Numbers theory as well as by the practitioners.
Development Status : 3 - Alpha [Filter] License : OSI Approved : GNU Lesser General Public License (LGPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter] Topic : Multivariate Statistics [Filter] Topic : Optimization [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2012-05-31 10:28

7. stream - infrastructure for data stream - A framework for data stream modeling and associated data mining tasks such as clustering and classification. Development of this package was supported in part by NSF IIS-0948893.
Development Status : 3 - Alpha [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : Java [Filter] Programming Language : R [Filter] Topic : Cluster Analysis [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2010-09-22 17:14

8. RDataMining - a package for data mining - A comprehensive R Package for Data Mining, with contributions from many R users. If you have developed or will implement any data mining algorithms in R, please participate in this project to make your work available to R users worldwide.

Development Status : 1 - Planning [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Cluster Analysis [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics [Filter]

Activity Percentile: 0.00
Activity Ranking: 0.00
Registered: 2012-06-06 05:19

9. Local Classification Methods - Collection of local classification methods and tools for analysis of the misclassification rate in terms of bias and variance
Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter] Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2011-08-10 16:01

10. Probabilistic Suffix Trees - The PST library allows to fit and visualize Probabilistic Suffix Trees (PST), the construction that stores Variable Length Markov Chains (VLMC). Fitted PSTs can be used to predict, generate or impute categorical sequences.

Development Status : 4 - Beta [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Graphics [Filter]
Topic : Machine Learning [Filter]
Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]

Activity Percentile: 0.00
Activity Ranking: 0.00
Registered: 2012-01-04 10:50

11. Learn user preferences - Active machine learning methods are used to guess user intent in interactive R sessions, leading to more sensible, user-specific defaults for various functions.
Development Status : 1 - Planning [Filter] Environment : Console (Text Based) [Filter] Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter]	Registered: 2010-11-26 16:34

12. dismo --- Species Distribtion modeling - Functions for species distribution modeling.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : Java [Filter]
Programming Language : R [Filter]
Topic : Machine Learning [Filter]
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis [Filter]
Topic : Spatial Data & Statistics [Filter]

Activity Percentile: 0.00
Activity Ranking: 0.00
Registered: 2009-12-07 07:49

13. Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training.

Development Status : 3 - Alpha [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
Intended Audience : Other Audience [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Graphical Models [Filter]
Topic : Machine Learning [Filter]

Activity Percentile: 0.00
Activity Ranking: 0.00
Registered: 2010-12-28 07:13

14. TreeRank - TreeRank is a R-package for building tree-based ranking rules through the tree induction method proposed in Clémençon and Vayatis (2009). It also comprises a list of routines for reading or visualizing ranking trees.
License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Programming Language : Tcl [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2011-01-24 16:08

15. ZooImage - ZooImage is a software (based on R and ImageJ) to analyze plankton samples, using image analysis and machine learning techniques.

Development Status : 5 - Production/Stable [Filter]
Environment : Other Environment [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : Java [Filter]
Programming Language : R [Filter]
Topic : Biostatistics & Medical Statistics [Filter]
Topic : Machine Learning [Filter]
Topic : Other/Nonlisted Topic [Filter]

Activity Percentile: 0.00
Activity Ranking: 0.00
Registered: 2009-02-18 14:57

16. chemosensors - This package introduces a software tool that allows for the design of synthetic experiments in machine olfaction.
Development Status : 4 - Beta [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Topic : Chemoinformatics [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2012-01-19 14:28

17. Cover tree for fast neighbor finding - Cover Trees for fast neighbor searching in metric spaces. A flexible interface for neighbor searching using any proximity function that is a metric.
Development Status : 2 - Pre-Alpha [Filter] Intended Audience : Developers [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Chemoinformatics [Filter] Topic : Cluster Analysis [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2007-12-06 13:22

18. ElemStatLearn - Data sets, functions and examples from the book: "The Elements of Statistical Learning, Data Mining, Inference, and Prediction" by Trevor Hastie, Robert Tibshirani and Jerome Friedman.
Development Status : 5 - Production/Stable [Filter] Environment : Console (Text Based) [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Topic : Datasets [Filter] Topic : Machine Learning [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2010-02-10 01:05

19. Dynamic Time Warp - Comprehensive implementation of Dynamic Time Warping algorithms in R. Supports arbitrary local (eg symmetric, asymmetric, slope-limited) and global (windowing) constraints, fast native code, several plot styles, and more.
Development Status : 5 - Production/Stable [Filter] Environment : Console (Text Based) [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : R [Filter] Topic : Machine Learning [Filter] Topic : Time Series [Filter]	Activity Percentile: 0.00 Activity Ranking: 0.00 Registered: 2007-11-29 18:01

30 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1> <2>