Open serbinsh opened 1 year ago
HEAN3 Cal: 70%
CUSA4 Cal: 68.182%
CUPE Cal: 70.588%
SOLYL Cal: 70%
OCBA Cal: 68.421%
POPUL Cal: 71.429%
GLMA4 Cal: 70.588%
PHVU Cal: 66.667%
[1] "Cal observations: 124"
[1] "Val observations: 54"
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
[1] "*** Identifying optimal number of PLSR components ***"
[1] "*** Running PLS permutation test ***"
[1] "*** Optimal number of components: 13"
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
[1] "*** Running permutation test. Please hang tight, this can take awhile ***"
[1] "Options:"
[1] "Max Components: 13 Iterations: 500 Data Proportion (percent): 70"
|**********************************************************************| 100%
[1] "*** Providing PRESS and coefficient array output ***"
[1] "Output directory: /private/var/folders/th/fpt_z3417gn8xgply92pvy6r0000gq/T/Rtmp27r3Fk"
[1] "**** PLSR output files: "
[1] "N_g_m2_Bootstrap_PLSR_Coefficients.csv" "N_g_m2_Bootstrap_Regression_Coefficients.png" "N_g_m2_Cal_PLSR_Dataset.csv"
[4] "N_g_m2_Cal_Val_Histograms.png" "N_g_m2_Cal_Val_Scatterplots.png" "N_g_m2_Cal_Val_Spectra.png"
[7] "N_g_m2_Coefficient_VIP_plot.png" "N_g_m2_Observed_PLSR_CV_Pred_13comp.csv" "N_g_m2_PLSR_Coefficients_13comp.csv"
[10] "N_g_m2_PLSR_Component_Selection.png" "N_g_m2_PLSR_Validation_Scatterplot.png" "N_g_m2_PLSR_VIPs_13comp.csv"
[13] "N_g_m2_Val_PLSR_Dataset.csv" "N_g_m2_Validation_PLSR_Pred_13comp.csv" "N_g_m2_Validation_RMSEP_R2_by_Component.png"
Warning messages:
1: package ‘pls’ was built under R version 4.3.1
2: package ‘dplyr’ was built under R version 4.3.1
3: package ‘plotrix’ was built under R version 4.3.1
4: package ‘ggplot2’ was built under R version 4.3.1
5: `qplot()` was deprecated in ggplot2 3.4.0.
This warning is displayed once every 8 hours.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated.
6: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
ℹ Please use `linewidth` instead.
This warning is displayed once every 8 hours.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated.
7: The `size` argument of `element_rect()` is deprecated as of ggplot2 3.4.0.
ℹ Please use the `linewidth` argument instead.
This warning is displayed once every 8 hours.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated.
8: Removed 3 rows containing missing values or values outside the scale range (`geom_point()`).
9: Removed 3 rows containing missing values or values outside the scale range (`geom_point()`).
Also #100 and #98
Warning:
qplot()
was deprecated in ggplot2 3.4.0.e.g.