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rknn (version 1.0)
Random KNN Classification and Regression
Description
Random KNN Classification and Regression
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Version
Version
1.2-1
1.0
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Install
install.packages('rknn')
Monthly Downloads
32
Version
1.0
License
GPL (>= 2)
Maintainer
Shengqiao Li
Last Published
April 23rd, 2012
Functions in rknn (1.0)
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print.rknnBE
Print Method for Recursive Backward Elimination Feature Selection
PRESS
Predicted Residual Sum of Squares
confusion
Classification Confusion Matrix and Accuracy
plot backward elimination
Plot Function for Recursive Backward Elimination Feature Selection
print.rknn
Print method for Random KNN
rknnSupport
Support Criterion
rknn
Random KNN Classification and Regression
plot rknn support
Plot Function for Support Criterion
bestset
Extract the Best Subset of Feature from Selection Process
internal functions
Random KNN Internal Functions
eta
Coverage Probability
normalize
Data Normalization
rsqp
Predicted R-square
cv.coef
Coefficient of Variation
rknn-package
Random KNN Classification and Regression
fitted
Extract Model Fitted Values
predicted
Prediced Value From a Linear Model
print.rknnSupport
Print Method for Random KNN Support Criterion
r
Choose number of KNNs
varUsed
Features Used or Not Used in Random KNN
rknnBeg
Backward Elimination Feature Selection with Random KNN
lambda
Compute Number of Silent Features