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Version
Version
1.2-1
1.0
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Install
install.packages('rknn')
Monthly Downloads
2,480
Version
1.2-1
License
GPL (>= 2)
Maintainer
Shengqiao Li
Last Published
June 8th, 2015
Functions in rknn (1.2-1)
Search functions
plot rknn support
Plot Function for Support Criterion
lambda
Compute Number of Silent Features
normalize
Data Normalization
cv.coef
Coefficient of Variation
print.rknn
Print method for Random KNN
rknnSupport
Support Criterion
eta
Coverage Probability
rknn-package
Random KNN Classification and Regression
bestset
Extract the Best Subset of Feature from Selection Process
rknn
Random KNN Classification and Regression
internal functions
Random KNN Internal Functions
PRESS
Predicted Residual Sum of Squares
rsqp
Predicted R-square
print.rknnBE
Print Method for Recursive Backward Elimination Feature Selection
plot backward elimination
Plot Function for Recursive Backward Elimination Feature Selection
varUsed
Features Used or Not Used in Random KNN
r
Choose number of KNNs
fitted
Extract Model Fitted Values
print.rknnSupport
Print Method for Random KNN Support Criterion
rknnBeg
Backward Elimination Feature Selection with Random KNN
predicted
Prediced Value From a Linear Model
confusion
Classification Confusion Matrix and Accuracy