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azmfaridee
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mothur
This is GSoC2012 fork of 'Mothur'. We are trying to implement a number of 'Feature Selection' algorithms for microbial ecology data and incorporate them into mother's main codebase.
https://github.com/mothur/mothur
GNU General Public License v3.0
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Confusion Matrix Implementation
#43
rafi-kamal
closed
11 years ago
0
Convert ref
#42
rafi-kamal
closed
5 years ago
1
Performance Improvement in Random Forest Implementation
#41
rafi-kamal
opened
11 years ago
0
Implement classification
#40
kdiverson
opened
11 years ago
12
Memory leak in RandomForest
#39
mothur-westcott
opened
11 years ago
1
Implement Gini Index Calculation
#38
azmfaridee
opened
11 years ago
0
OTU feature rank
#37
kdiverson
opened
11 years ago
0
Implement Feature Abundance Cut-off
#36
azmfaridee
opened
11 years ago
2
Implement Cost Complexity Pruning
#35
azmfaridee
opened
11 years ago
0
Investigate F-Score based Feature Ranking
#34
azmfaridee
opened
11 years ago
1
Fix the Memory Not Released Bug
#33
azmfaridee
opened
11 years ago
3
Implement Mean Decrease in Accuracy for Feature Ranking Like the R Version
#32
azmfaridee
opened
11 years ago
1
Implement a Confusion Matrix like the R version
#31
azmfaridee
opened
11 years ago
0
Fix Output From Multi-Class Datasets
#30
kdiverson
opened
11 years ago
2
Design the Mechanism of Writing the Output of Random Forest Algorithm into an Output File
#29
azmfaridee
closed
11 years ago
2
Replace Normal Debug Messages in C++ implementation with MothurOut Code
#28
azmfaridee
closed
11 years ago
2
Port the Pruning Code from Python Prototype to C++ Version
#27
azmfaridee
closed
11 years ago
0
On Negative Impact of Feature Selection on Bagging
#26
azmfaridee
opened
12 years ago
1
Week 14, 15 & 16: Make the Ported C++ Code and Mock Module Work Together with Each Other
#25
azmfaridee
closed
12 years ago
3
Finalize "CommandParameters" in "setParameters" method of "ClassifySharedCommand"
#24
azmfaridee
closed
12 years ago
3
Week 12 & 13: Continue Working in Mothur Code Integration
#23
azmfaridee
closed
12 years ago
1
Implement Information Gain Ratio to Replace Basic Information Gain
#22
azmfaridee
closed
11 years ago
17
Week 11: Start Working in Mothur Code Integration
#21
azmfaridee
closed
12 years ago
3
Week 10: Finish the Implementation of Regularized Radom Forest Framework, Tune Parameters and if possible implement Pruning of the Trees
#20
azmfaridee
opened
12 years ago
2
Week 9: Implement Regularized Radom Forest Framework on top of Current Random Forest Implementation and Tune Parameters
#19
azmfaridee
closed
12 years ago
2
Choosing a Good Random Number Generator (RNG) a.k.a "Treading Into the Mucky Waters of RNG"
#18
azmfaridee
opened
12 years ago
5
Week 8: Start of Parameter Tuning & Preliminary Evaluation of the Implementation
#17
azmfaridee
closed
12 years ago
5
Week 7: Finish the Implementation of Random Forest Algorithm
#16
azmfaridee
closed
12 years ago
6
Week 6: Implement the Core Part of Random Forest Algorithm
#15
azmfaridee
closed
12 years ago
1
Week 5: Implement the Basic Building Blocks of Random Forest Algorithm
#14
azmfaridee
closed
12 years ago
2
Take a Deeper Review on the Paper "Feature Selection via Regularized Trees"
#13
azmfaridee
closed
12 years ago
1
Track Upstream Mothur Branch and Update Our Master Branch from That
#12
azmfaridee
closed
12 years ago
3
Review the Literature of 'Parameter Selection' and Create a wiki Page to Document the Findings
#11
azmfaridee
closed
12 years ago
14
Investigate the Best Practices for Parameter Tuning/Estimation for Random Forest
#10
azmfaridee
closed
12 years ago
0
Create Code Schematics/Pseudocode for the Random Forest Implementation
#9
azmfaridee
closed
12 years ago
2
Investigate The Possible Places of Parallelization in the Random Forest Classifier
#8
azmfaridee
opened
12 years ago
1
Investigate Mothur's Multithreading/Multiprocessing API
#7
azmfaridee
opened
12 years ago
0
Find a Way to Merge 'train' and 'inquire' Commands Into One Single Command
#6
azmfaridee
closed
12 years ago
7
Find Mothur's Common Practices
#5
azmfaridee
closed
12 years ago
1
Make a List of Reusable Classes/Functions from Mothur
#4
azmfaridee
closed
12 years ago
12
Classification/Regression or Both!
#3
azmfaridee
closed
12 years ago
11
Prepare Datasets for The Regularized Random Forest Algorithm
#2
azmfaridee
closed
12 years ago
7
Determine Performance Evaluation Criteria
#1
azmfaridee
opened
12 years ago
0