Machine Learning Models for Soil Properties

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Documentation for package ‘MLSP’ version 0.1.0

• DESCRIPTION file.

Help Pages

colsMean	Compute Row-wise Means for Groups of Columns
cubist_preprocess	Soil and Spectral Data Preprocessing for Model Training
lasso_preprocess	Soil and Spectral Data Preprocessing for Model Training
merge_of_lab_and_spectrum	Merge Soil Laboratory Data with Spectral Data
ml_f	Machine Learning Function for Soil Spectral Data
msd.comp	Compute Model Evaluation Metrics
pcr_preprocess	Soil and Spectral Data Preprocessing for Model Training
plsr_preprocess	Soil and Spectral Data Preprocessing for Model Training
raw	Aggregate VNIR Spectra by Columns
results	Soil and Spectral Data Preprocessing for Model Training
rf_preprocess	Soil and Spectral Data Preprocessing for Model Training
soil_preprocess	Soil and Spectral Data Preprocessing for Model Training