From 72f61ab7224574edf9842418d756f81e659ec5f3 Mon Sep 17 00:00:00 2001 From: jyaacoub Date: Sun, 26 Nov 2023 16:51:14 -0500 Subject: [PATCH 1/3] feat: `fig_combined` for violin plots --- playground.py | 24 +++++++-- results/figures/fig2_pro_feat_cindex.png | Bin 113922 -> 113093 bytes results/figures/fig2_pro_feat_pearson.png | Bin 110030 -> 109008 bytes results/figures/fig3_edge_feat_cindex.png | Bin 113161 -> 112251 bytes results/figures/fig3_edge_feat_pearson.png | Bin 109933 -> 109752 bytes .../fig_combined_edgeViolin_CI-MSE.png | Bin 0 -> 624473 bytes .../figures/fig_combined_proViolin_CI-MSE.png | Bin 0 -> 585722 bytes src/data_analysis/figures.py | 47 ++++++++++++++++-- 8 files changed, 61 insertions(+), 10 deletions(-) create mode 100644 results/figures/fig_combined_edgeViolin_CI-MSE.png create mode 100644 results/figures/fig_combined_proViolin_CI-MSE.png diff --git a/playground.py b/playground.py index 589a502f..712b35d9 100644 --- a/playground.py +++ b/playground.py @@ -1,11 +1,25 @@ -#%% +# %% import matplotlib.pyplot as plt -import seaborn as sns -from src.data_analysis.figures import fig6_protein_appearance +import seaborn as sns + +from src.utils import config as cfg +from src.data_analysis.figures import (prepare_df, fig1_pro_overlap, + fig2_pro_feat, fig3_edge_feat, + fig4_pro_feat_violin, fig5_edge_feat_violin, fig_combined) + +# %% +df = prepare_df(csv_p=cfg.MODEL_STATS_CSV, old_csv_p="results/model_media/old_model_stats.csv") +#%% display figures +verbose = False sns.set(style="darkgrid") -fig6_protein_appearance() -plt.savefig('results/figures/fig6_protein_appearance_dataset.png', dpi=300) +fig_combined(df, fig_callable=fig4_pro_feat_violin, verbose=verbose) +plt.savefig("results/figures/fig_combined_proViolin_CI-MSE.png", dpi=300) + +#%% +fig_combined(df, fig_callable=fig5_edge_feat_violin, verbose=verbose) +plt.savefig("results/figures/fig_combined_edgeViolin_CI-MSE.png", dpi=300) + # %% diff --git a/results/figures/fig2_pro_feat_cindex.png 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z(qJ6*R{U7Qa2Y^L>Kt}^+}xWxB~1-*Q9h$zb~lqA6$vV}y==9$we6};l?O24Bha76 zk5^tX=wpWirA}%y1CK#KB;wYk`^~6b0|n+5w`lEDp+5lJr`lw_FG@W|wDrt^)8S&A;OeVA7!^_0~LHqo}Azz?^yqZ=xEu zo*K*n3M`>Z6oP9hga}ItCQnj6`R=%y4?%rn=I%)k>{ceFf`3M(RZ%5rs@(5fFz{c?SZOB$Pac zvpYp=khaQDXFT4UTDLiH3nUD8OGRHkkxoh48FG zd|q{9GWE?<8I;OTSds60sQL$SgC%M|dUjJWF)>(8qmj@P8!-_@V9CVb@pHwQyXceA zXVjTm)oZw#`BeQbb=ltd(&?GSWo5x6V8vNkj8sfeu^)cDq<?cwQV63m`SU5ryfa>B_^s#qcRd&7~ zu$KD;L_ZSXEY0@I;YFi#(C;L8>w_2Zp!%K*F(Z%o9pqS!*Q%NLJ*w^DR#Tj*P9z3i zr!Hk>3fh{a2y{5--fY&w*Ph&_ws-2nC!9<)3{*VPIXRP|&x7DYL2?HYN}<<*2j`BktWfAAR9Ew7huXk$Azpiw6I{|#?>71Xmn4{B?WX&K_&##HB`iU;je}A3+>3?tXuNC>< xO8&JJBJ=;ZC;wWE{~esamO|wJy%01mGtu@+PV pd.DataFrame: """ @@ -380,4 +412,9 @@ def prepare_df(csv_p:str=cfg.MODEL_STATS_CSV, old_csv_p:str=None) -> pd.DataFram plt.savefig(f"results/figures/fig5_edge_feat_violin_{dataset}_{col}.png", dpi=300, bbox_inches='tight') plt.clf() - # %% + #%% dataset comparisons + plot_df = fig1_pro_overlap(df, sel_col='mse', verbose=verbose, show=False) + + # performance drop values: + grp = plot_df.groupby(['data', 'overlap']).mean() + grp[grp.index.get_level_values(1)].values - grp[~grp.index.get_level_values(1)].values From 1c17a8201c4f2a4bb132ffcb5a5ba886a4777128 Mon Sep 17 00:00:00 2001 From: jyaacoub Date: Sun, 26 Nov 2023 17:54:48 -0500 Subject: [PATCH 2/3] fix(fig_combined): consistent order + pearson --- playground.py | 8 ++++---- ...fig_combined_edgeViolin_CI-MSE-Pearson.png | Bin 0 -> 949756 bytes .../fig_combined_edgeViolin_CI-MSE.png | Bin 624473 -> 625569 bytes .../fig_combined_proViolin_CI-MSE-Pearson.png | Bin 0 -> 906090 bytes .../figures/fig_combined_proViolin_CI-MSE.png | Bin 585722 -> 585452 bytes src/data_analysis/figures.py | 15 ++++++++++----- 6 files changed, 14 insertions(+), 9 deletions(-) create mode 100644 results/figures/fig_combined_edgeViolin_CI-MSE-Pearson.png create mode 100644 results/figures/fig_combined_proViolin_CI-MSE-Pearson.png diff --git a/playground.py b/playground.py index 712b35d9..6b8fe878 100644 --- a/playground.py +++ b/playground.py @@ -14,12 +14,12 @@ #%% display figures verbose = False sns.set(style="darkgrid") -fig_combined(df, fig_callable=fig4_pro_feat_violin, verbose=verbose) -plt.savefig("results/figures/fig_combined_proViolin_CI-MSE.png", dpi=300) +fig_combined(df, fig_callable=fig4_pro_feat_violin, metrics=['cindex', 'mse', 'pearson']) +plt.savefig("results/figures/fig_combined_proViolin_CI-MSE-Pearson.png", dpi=300) #%% -fig_combined(df, fig_callable=fig5_edge_feat_violin, verbose=verbose) -plt.savefig("results/figures/fig_combined_edgeViolin_CI-MSE.png", dpi=300) +fig_combined(df, fig_callable=fig5_edge_feat_violin, metrics=['cindex', 'mse', 'pearson']) +plt.savefig("results/figures/fig_combined_edgeViolin_CI-MSE-Pearson.png", dpi=300) # %% diff --git a/results/figures/fig_combined_edgeViolin_CI-MSE-Pearson.png b/results/figures/fig_combined_edgeViolin_CI-MSE-Pearson.png new file mode 100644 index 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