Genetic Algorithm for Input Component Analysis

Created: 2011-07-22 11:28:54

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This workflow uses a genetic algorithm to optimize the given molecular descriptor set. Afterwards the workflow splits the data into a training set and test set and evaluates the results which are stored as PDF files.

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http://www.myexperiment.org/workflows/2275/download?version=1
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Workflow Components

Authors (0)

Titles (0)

Descriptions (0)

Dependencies (0)

Inputs (5)

Name	Description
IN_XRFF
OUT_TRAIN_XRFF
OUT_TEST_XRFF
OUT_MODEL
OUT_GA

Processors (9)

Name	Type	Description
XRFF_File_Reader	taverna
XRFF_File_Writer	taverna
Split_Dataset_Into_Train-/Testset	taverna
Weka_Regression	taverna
Evaluate_Regression_Results_as_PDF	taverna
XRFF_File_Writer_2	taverna
GA_Attribute_Selection	taverna
XRFF_File_Writer_3	taverna
CSV_File_Writer	taverna

Beanshells (0)

Outputs (0)

Datalinks (16)

Source	Sink
IN_XRFF	XRFF_File_Reader:Files
Split_Dataset_Into_Train-/Testset:Regression Train Datasets	XRFF_File_Writer:Weka Datasets
OUT_TRAIN_XRFF	XRFF_File_Writer:File
GA_Attribute_Selection:Optimized Dataset	Split_Dataset_Into_Train-/Testset:Weka Regression Dataset
OUT_MODEL	Weka_Regression:File
Split_Dataset_Into_Train-/Testset:Regression Train Datasets	Weka_Regression:Regression Train Datasets
Weka_Regression:Regression Model Files	Evaluate_Regression_Results_as_PDF:Regression Model Files
Split_Dataset_Into_Train-/Testset:Regression Test Datasets	Evaluate_Regression_Results_as_PDF:Regression Test Datasets
Split_Dataset_Into_Train-/Testset:Regression Train Datasets	Evaluate_Regression_Results_as_PDF:Regression Train Datasets
Split_Dataset_Into_Train-/Testset:Regression Test Datasets	XRFF_File_Writer_2:Weka Datasets
OUT_TEST_XRFF	XRFF_File_Writer_2:File
XRFF_File_Reader:Weka Datasets	GA_Attribute_Selection:Weka Regression Dataset
GA_Attribute_Selection:Optimized Dataset	XRFF_File_Writer_3:Weka Datasets
OUT_GA	XRFF_File_Writer_3:File
GA_Attribute_Selection:Attribut Setup CSV	CSV_File_Writer:CSV Strings
OUT_GA	CSV_File_Writer:File