All functions
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AutoSpearman()
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AutoSpearman - an automated variable selection approach based on the contemporary correlation analyses |
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fit()
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Universal fit function (Sequential) |
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fit.parallel()
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Universal fit function (Parallel) |
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get.automated.spearman()
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Automated Spearman rank correlation test |
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get.importance()
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Get variable importance for Logistic Regression and Random Forest |
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get.vc()
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Get VarClus based on the absolute Spearman correlation coefficients between metrics |
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get.vc.correlation.groups()
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Get correlation groups according to VarClus based on the absolute Spearman correlation coefficients between metrics |
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listDataset
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List of defect datasets |
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loadDefectDataset()
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A Load Defect Dataset function |
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performance.calculation()
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Performance Calculation |
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plotVarClus()
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Get VarClus plot based on the absolute Spearman correlation coefficients between metrics |
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remove.constant.categorical()
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Remove constant metrics and categorical metrics |
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single.fit()
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A single fit function |
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stepwise.vif()
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Automated Stepwise Variance Inflation Factor Analysis |