enpls6.1 package

Ensemble Partial Least Squares Regression

cv.enpls

Cross Validation for Ensemble Partial Least Squares Regression

cv.enspls

Cross Validation for Ensemble Sparse Partial Least Squares Regression

enpls-package

enpls: Ensemble Partial Least Squares Regression

enpls.ad.core.fit

core fitting function for enpls.ad

enpls.ad.core.pred

core prediction function for enpls.ad

enpls.ad

Ensemble Partial Least Squares for Model Applicability Domain Evaluati...

enpls.fit.core

core function for enpls.fit

enpls.fit

Ensemble Partial Least Squares Regression

enpls.fs.core

core function for enpls.fs

enpls.fs

Ensemble Partial Least Squares for Measuring Feature Importance

enpls.mae

Mean Absolute Error (MAE)

enpls.od.core

core function for enpls.od

enpls.od

Ensemble Partial Least Squares for Outlier Detection

enpls.rmse

Root Mean Squared Error (RMSE)

enpls.rmsle

Root Mean Squared Logarithmic Error (RMSLE)

enspls.ad.core.fit

core fitting function for enspls.ad

enspls.ad.core.pred

core prediction function for enspls.ad

enspls.ad

Ensemble Sparse Partial Least Squares for Model Applicability Domain E...

enspls.fit.core

core function for enspls.fit

enspls.fit

Ensemble Sparse Partial Least Squares Regression

enspls.fs.core

core function for enspls.fs

enspls.fs

Ensemble Sparse Partial Least Squares for Measuring Feature Importance

enspls.od.core

core function for enspls.od

enspls.od

Ensemble Sparse Partial Least Squares for Outlier Detection

plot.cv.enpls

Plot cv.enpls object

plot.cv.enspls

Plot cv.enspls object

plot.enpls.ad

Plot enpls.ad object

plot.enpls.fs

Plot enpls.fs object

plot.enpls.od

Plot enpls.od object

plot.enspls.ad

Plot enspls.ad object

plot.enspls.fs

Plot enspls.fs object

plot.enspls.od

Plot enspls.od object

predict.enpls.fit

Make Predictions from a Fitted Ensemble Partial Least Squares Model

predict.enspls.fit

Make Predictions from a Fitted Sparse Ensemble Partial Least Squares M...

print.cv.enpls

Print cv.enpls Object

print.cv.enspls

Print cv.enspls Object

print.enpls.ad

Print enpls.ad Object

print.enpls.fit

Print Fitted Ensemble Partial Least Squares Object

print.enpls.fs

Print enpls.fs Object

print.enpls.od

Print enpls.od Object

print.enspls.ad

Print enspls.ad Object

print.enspls.fit

Print Fitted Ensemble Sparse Partial Least Squares Object

print.enspls.fs

Print enspls.fs Object

print.enspls.od

Print enspls.od Object

rgb2alpha

Add transparency level to hex colors

An algorithmic framework for measuring feature importance, outlier detection, model applicability domain evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.

  • Maintainer: Nan Xiao
  • License: GPL-3 | file LICENSE
  • Last published: 2019-05-18