Machine Learning Models for Soil Properties from Spectroscopy

Documentation for package ‘MLSP’ version 0.2.0

colsMean	Compute Row-wise Means for Groups of Columns
cubist_preprocess	Fit and Evaluate One Calibration Method
lasso_preprocess	Fit and Evaluate One Calibration Method
merge_of_lab_and_spectrum	Merge Soil Laboratory Data with Spectral Data
ml_f	Compare Spectral Preprocessing and Calibration Methods
msd.comp	Compute Model Evaluation Metrics
pcr_preprocess	Fit and Evaluate One Calibration Method
plsr_preprocess	Fit and Evaluate One Calibration Method
preprocess_methods	Catalogue of Spectral Preprocessing Methods
raw	Raw Reflectance Predictors
results	Summarize Model Performance Metrics
rf_preprocess	Fit and Evaluate One Calibration Method
soil_preprocess	Fit and Evaluate One Calibration Method
spectral_preprocess	Preprocess VNIR Spectra