diff --git a/data/data_viz.py b/data/data_viz.py index 2af85966450c3579dc8e6f0ead3a766bdc8801fc..fdfea89b1e585b35f921abe02e6c1692606191c6 100644 --- a/data/data_viz.py +++ b/data/data_viz.py @@ -165,11 +165,11 @@ def plot_res(): def calc_and_plot_res(): all_data=[] - base = 'out_early_stop_' - for name in ['ISA_noc_mox_ISA_noc_mox','ISA_noc_aug_005_mox_ISA_noc_mox','ISA_noc_aug_01_mox_ISA_noc_mox', - 'ISA_noc_aug_02_mox_ISA_noc_mox','ISA_noc_aug_03_mox_ISA_noc_mox','ISA_noc_aug_04_mox_ISA_noc_mox', - 'ISA_noc_aug_05_mox_ISA_noc_mox','ISA_noc_aug_07_mox_ISA_noc_mox','ISA_noc_aug_1_mox_ISA_noc_mox', - 'ISA_noc_aug_all_mox_ISA_noc_mox','prosit_mod_ISA_noc_mox']: + base = 'out_' + for name in ['early_stop_plasma_plasma','plasma_aug_005_plasma','plasma_aug_01_plasma', + 'plasma_aug_02_plasma','plasma_aug_03_plasma','plasma_aug_04_plasma', + 'plasma_aug_05_plasma','plasma_aug_07_plasma','plasma_aug_1_plasma', + 'plasma_aug_all_plasma','prosit_plasma']: print(name) r2_list=[] for index in range(10): @@ -183,9 +183,9 @@ def calc_and_plot_res(): # adding horizontal grid lines axs.yaxis.grid(True) axs.set_xticks([y + 1 for y in range(len(all_data))], - labels=[ 'ISA_noc', 'Augm 0.05', 'Augm 0.1', 'Augm 0.2', 'Augm 0.3', 'Augm 0.4', 'Augm 0.5', 'Augm 0.7', + labels=[ 'plasma', 'Augm 0.05', 'Augm 0.1', 'Augm 0.2', 'Augm 0.3', 'Augm 0.4', 'Augm 0.5', 'Augm 0.7', 'Augm 1', 'Augm all', 'Prosit', ]) - plt.savefig('../fig/model perf/summary_early_stop_mox.png') + plt.savefig('../fig/model perf/summary_early_stop_plasma.png') def error_by_methionine(dataframe): def fonc(a): @@ -217,7 +217,7 @@ def filter_outlier_rt(dataframe): return df_out if __name__ == '__main__' : - # calc_and_plot_res() + calc_and_plot_res() # base = ['plasma_plasma','plasma_prosit'] # # augmented = ['ISA_aug_07_ISA_noc','ISA_aug_1_ISA_noc','ISA_aug_all_ISA_noc'] # for f_suffix_name in base: @@ -232,6 +232,6 @@ if __name__ == '__main__' : # for number in range(10): # df = pd.read_csv('../output/out_{}_{}.csv'.format('early_stop_ISA_noc_prosit',str(number))) # error_by_methionine(df) - dataframe = pd.read_csv('../output/out_early_stop_plasma_prosit_0.csv') - df = filter_outlier_rt(dataframe) - df.to_csv('../data/data_PXD006109/data_prosit_outlier.csv', index=False) \ No newline at end of file + # dataframe = pd.read_csv('../output/out_early_stop_plasma_prosit_0.csv') + # df = filter_outlier_rt(dataframe) + # df.to_csv('../data/data_PXD006109/data_prosit_outlier.csv', index=False) \ No newline at end of file