Ensemble Partial Least Squares Regression

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Documentation for package ‘enpls’ version 6.1

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alkanes Methylalkanes Retention Index Dataset
cv.enpls Cross Validation for Ensemble Partial Least Squares Regression
cv.enspls Cross Validation for Ensemble Sparse Partial Least Squares Regression
enpls.ad Ensemble Partial Least Squares for Model Applicability Domain Evaluation
enpls.fit Ensemble Partial Least Squares Regression
enpls.fs Ensemble Partial Least Squares for Measuring Feature Importance
enpls.mae Mean Absolute Error (MAE)
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 Ensemble Sparse Partial Least Squares for Model Applicability Domain Evaluation
enspls.fit Ensemble Sparse Partial Least Squares Regression
enspls.fs Ensemble Sparse Partial Least Squares for Measuring Feature Importance
enspls.od Ensemble Sparse Partial Least Squares for Outlier Detection
logd1k logD7.4 Data for 1,000 Compounds
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 Model
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