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Commit 0d4b96d5 authored by Oscar Corvi's avatar Oscar Corvi
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definitive graphs in simpler_models.ipynb

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notebooks/Finished_project/simpler_model/latex_files/dry_season.tex
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\toprule
{} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\
\midrule
RMSE & 0.613282 & 0.626179 & 0.728898 & 0.750989 & 0.635991 & 2.001012 & 2.367712 & 5.080072 \\
NS & 0.746747 & 0.735983 & 0.642259 & 0.620246 & 0.727644 & -1.696088 & -2.774787 & -16.376981 \\
RVE & -0.045086 & -0.004417 & -0.039894 & 0.069212 & -0.058347 & -0.613086 & -0.735152 & -1.652722 \\
MAE & 0.482613 & 0.478669 & 0.573307 & 0.598198 & 0.496328 & 1.702450 & 2.084216 & 4.570540 \\
RMSE & 0.613282 & 0.626179 & 0.728898 & 0.750989 & 0.635991 & 2.001012 & 2.367712 & 5.080072 \\
RMedSE & 0.438843 & 0.364637 & 0.482288 & 0.520776 & 0.384338 & 1.306227 & 1.949292 & 4.380618 \\
NS & 0.746747 & 0.735983 & 0.642259 & 0.620246 & 0.727644 & -1.696088 & -2.774787 & -16.376981 \\
RVE & -0.045086 & -0.004417 & -0.039894 & 0.069212 & -0.058347 & -0.613086 & -0.735152 & -1.652722 \\
MAE & 0.482613 & 0.478669 & 0.573307 & 0.598198 & 0.496328 & 1.702450 & 2.084216 & 4.570540 \\
bias & -0.124684 & -0.012215 & -0.110326 & 0.191402 & -0.161357 & -1.695466 & -2.033035 & -4.570540 \\
\bottomrule
\end{tabular}
notebooks/Finished_project/simpler_model/latex_files/wet_season.tex
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\toprule
{} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\
\midrule
RMSE & 0.770018 & 0.808084 & 0.801993 & 0.918294 & 0.831119 & 1.797729 & 1.936702 & 4.116962 \\
NS & 0.800861 & 0.780686 & 0.783979 & 0.716784 & 0.768005 & -0.085430 & -0.259735 & -4.692554 \\
RVE & 0.009411 & 0.007280 & -0.009784 & 0.022225 & 0.003059 & -0.373457 & -0.344705 & -0.896827 \\
MAE & 0.563843 & 0.597555 & 0.628617 & 0.720772 & 0.585899 & 1.541070 & 1.553741 & 3.389369 \\
RMSE & 0.770018 & 0.808084 & 0.801993 & 0.918294 & 0.831119 & 1.797729 & 1.936702 & 4.116962 \\
RMedSE & 0.461744 & 0.448924 & 0.505759 & 0.609993 & 0.413534 & 1.265567 & 1.278348 & 2.545557 \\
NS & 0.800861 & 0.780686 & 0.783979 & 0.716784 & 0.768005 & -0.085430 & -0.259735 & -4.692554 \\
RVE & 0.009411 & 0.007280 & -0.009784 & 0.022225 & 0.003059 & -0.373457 & -0.344705 & -0.896827 \\
MAE & 0.563843 & 0.597555 & 0.628617 & 0.720772 & 0.585899 & 1.541070 & 1.553741 & 3.389369 \\
bias & 0.034944 & 0.027033 & -0.036332 & 0.082527 & 0.011358 & -1.386752 & -1.279987 & -3.330175 \\
\bottomrule
\end{tabular}
notebooks/Finished_project/simpler_model/latex_files/whole_year.tex
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......@@ -2,9 +2,11 @@
\toprule
{} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\
\midrule
RMSE & 0.867409 & 0.931554 & 0.924532 & 1.038747 & 0.899593 & 1.845079 & 1.789343 & 3.849381 \\
NS & 0.709874 & 0.665378 & 0.670403 & 0.583937 & 0.687945 & -0.312710 & -0.234599 & -4.713745 \\
RVE & 0.024020 & 0.013361 & -0.002139 & 0.024325 & 0.021555 & -0.364515 & -0.270482 & -0.801912 \\
MAE & 0.614918 & 0.676997 & 0.692477 & 0.799959 & 0.619385 & 1.600261 & 1.406583 & 3.199727 \\
RMSE & 0.867409 & 0.931554 & 0.924532 & 1.038747 & 0.899593 & 1.845079 & 1.789343 & 3.849381 \\
RMedSE & 0.471161 & 0.514767 & 0.540893 & 0.648825 & 0.439765 & 1.392651 & 1.189700 & 2.635833 \\
NS & 0.709874 & 0.665378 & 0.670403 & 0.583937 & 0.687945 & -0.312710 & -0.234599 & -4.713745 \\
RVE & 0.024020 & 0.013361 & -0.002139 & 0.024325 & 0.021555 & -0.364515 & -0.270482 & -0.801912 \\
MAE & 0.614918 & 0.676997 & 0.692477 & 0.799959 & 0.619385 & 1.600261 & 1.406583 & 3.199727 \\
bias & 0.092765 & 0.051602 & -0.008259 & 0.093944 & 0.083244 & -1.407761 & -1.044603 & -3.096990 \\
\bottomrule
\end{tabular}
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