Estefani Gaytan Nunez

upload

......@@ -79,7 +79,7 @@ if __name__ == '__main__':
print('------------------------------- SAVING DATA --------------------------------')
print('Saving score-table: ' + str(options.table))
imageName = os.path.join(options.outputPath, options.figureName)
savescreen(options.table, scores, imageName)
savescreen(options.table, scoresTable, imageName)
fig = plt.figure()
fig.set_figheight(13)
fig.set_figwidth(20)
......
Run10_v10 Run10_v11 Run10_v12 Run10_v13 Run11_v10 Run11_v11 Run11_v12 Run11_v13 Run12_v10 Run12_v11 Run12_v12 Run12_v13 Run13_v10 Run13_v11 Run13_v12 Run13_v13 Run14_v10 Run14_v11 Run14_v12 Run14_v13 Run15_v10 Run15_v11 Run15_v12 Run15_v13 Run16_v10 Run16_v11 Run16_v12 Run16_v13 Run1_v10. Run1_v11. Run1_v12. Run1_v13. Run2_v10. Run2_v11. Run2_v12. Run2_v13. Run3_v10. Run3_v11. Run3_v12. Run3_v13. Run4_v10. Run4_v11. Run4_v12. Run4_v13. Run5_v10. Run5_v11. Run5_v12. Run5_v13. Run6_v10. Run6_v11. Run6_v12. Run6_v13. Run7_v10. Run7_v11. Run7_v12. Run7_v13. Run8_v10. Run8_v11. Run8_v12. Run8_v13. Run9_v10. Run9_v11. Run9_v12. Run9_v13.
CV 0.8426343854107191 0.8375337951545059 0.8344412009392327 0.8342433957330186 0.8106324641347842 0.8200149039218473 0.8256738268677035 0.8222652765189232 0.8369330476694216 0.8324548394172087 0.8305332917162109 0.8269983740799899 0.8308032444965605 0.8337888246126737 0.8317218364725953 0.8295597513348965 0.8497587132907273 0.8514572032055473 0.8529397672009222 0.8530997523170145 0.8354648872990671 0.8438553480543364 0.833488403887471 0.8384402744923658 0.8504521104958047 0.856091701330711 0.8544270978232358 0.8512984764913196 0.818911081696952 0.8117042290979286 0.8211582395746769 0.8166537086281624 0.8263737544180966 0.8265144607685903 0.8266267801413506 0.8209562028933415 0.8153229850631285 0.8170382812294825 0.8214198138509978 0.8200873889763314 0.8200306160186037 0.8201549270256682 0.8172882049457899 0.8192294924716081 0.8315569437055503 0.826756700790382 0.823974602152804 0.830775030715119 0.8514396351676051 0.8443013668504182 0.8434032566660784 0.8577895989909314 0.8376625935961355 0.8381889879918965 0.8349604346257782 0.836408383376389 0.841060076118789 0.843848676674025 0.8426311049791738 0.8433941367984498 0.8189566663670631 0.8186349956286322 0.8193729864282642 0.8163619170548052
f1-score 0.805 0.809 0.804 0.811 0.816 0.802 0.812 0.808 0.816 0.814 0.810 0.804 0.815 0.815 0.817 0.817 0.821 0.820 0.818 0.815 0.817 0.823 0.817 0.814 0.818 0.813 0.823 0.820 0.807 0.801 0.812 0.806 0.804 0.811 0.804 0.806 0.832 0.815 0.808 0.813 0.809 0.801 0.804 0.801 0.814 0.818 0.815 0.817 0.813 0.816 0.815 0.814 0.815 0.813 0.811 0.821 0.816 0.818 0.818 0.823 0.812 0.799 0.807 0.803
precision 0.911 0.853 0.908 0.856 0.922 0.907 0.916 0.852 0.919 0.855 0.912 0.910 0.919 0.915 0.854 0.854 0.864 0.857 0.856 0.922 0.857 0.863 0.857 0.849 0.858 0.905 0.859 0.859 0.850 0.905 0.849 0.848 0.906 0.852 0.906 0.907 0.875 0.906 0.838 0.898 0.855 0.907 0.846 0.907 0.859 0.860 0.856 0.859 0.925 0.857 0.919 0.861 0.850 0.909 0.908 0.860 0.857 0.914 0.858 0.862 0.843 0.827 0.850 0.839
recall 0.746 0.777 0.746 0.781 0.760 0.742 0.750 0.773 0.752 0.783 0.752 0.742 0.754 0.758 0.787 0.787 0.789 0.789 0.787 0.752 0.785 0.791 0.785 0.785 0.785 0.756 0.793 0.789 0.773 0.742 0.781 0.773 0.746 0.779 0.746 0.748 0.802 0.767 0.785 0.764 0.773 0.740 0.771 0.740 0.779 0.785 0.783 0.783 0.750 0.783 0.754 0.777 0.787 0.758 0.756 0.789 0.783 0.760 0.785 0.791 0.787 0.779 0.773 0.773
CV f1-score precision recall
Run10_v10 0.8426343854107191 0.805 0.911 0.746
Run10_v11 0.8375337951545059 0.809 0.853 0.777
Run10_v12 0.8344412009392327 0.804 0.908 0.746
Run10_v13 0.8342433957330186 0.811 0.856 0.781
Run11_v10 0.8106324641347842 0.816 0.922 0.760
Run11_v11 0.8200149039218473 0.802 0.907 0.742
Run11_v12 0.8256738268677035 0.812 0.916 0.750
Run11_v13 0.8222652765189232 0.808 0.852 0.773
Run12_v10 0.8369330476694216 0.816 0.919 0.752
Run12_v11 0.8324548394172087 0.814 0.855 0.783
Run12_v12 0.8305332917162109 0.810 0.912 0.752
Run12_v13 0.8269983740799899 0.804 0.910 0.742
Run13_v10 0.8308032444965605 0.815 0.919 0.754
Run13_v11 0.8337888246126737 0.815 0.915 0.758
Run13_v12 0.8317218364725953 0.817 0.854 0.787
Run13_v13 0.8295597513348965 0.817 0.854 0.787
Run14_v10 0.8497587132907273 0.821 0.864 0.789
Run14_v11 0.8514572032055473 0.820 0.857 0.789
Run14_v12 0.8529397672009222 0.818 0.856 0.787
Run14_v13 0.8530997523170145 0.815 0.922 0.752
Run15_v10 0.8354648872990671 0.817 0.857 0.785
Run15_v11 0.8438553480543364 0.823 0.863 0.791
Run15_v12 0.833488403887471 0.817 0.857 0.785
Run15_v13 0.8384402744923658 0.814 0.849 0.785
Run16_v10 0.8504521104958047 0.818 0.858 0.785
Run16_v11 0.856091701330711 0.813 0.905 0.756
Run16_v12 0.8544270978232358 0.823 0.859 0.793
Run16_v13 0.8512984764913196 0.820 0.859 0.789
Run1_v10. 0.818911081696952 0.807 0.850 0.773
Run1_v11. 0.8117042290979286 0.801 0.905 0.742
Run1_v12. 0.8211582395746769 0.812 0.849 0.781
Run1_v13. 0.8166537086281624 0.806 0.848 0.773
Run2_v10. 0.8263737544180966 0.804 0.906 0.746
Run2_v11. 0.8265144607685903 0.811 0.852 0.779
Run2_v12. 0.8266267801413506 0.804 0.906 0.746
Run2_v13. 0.8209562028933415 0.806 0.907 0.748
Run3_v10. 0.8153229850631285 0.832 0.875 0.802
Run3_v11. 0.8170382812294825 0.815 0.906 0.767
Run3_v12. 0.8214198138509978 0.808 0.838 0.785
Run3_v13. 0.8200873889763314 0.813 0.898 0.764
Run4_v10. 0.8200306160186037 0.809 0.855 0.773
Run4_v11. 0.8201549270256682 0.801 0.907 0.740
Run4_v12. 0.8172882049457899 0.804 0.846 0.771
Run4_v13. 0.8192294924716081 0.801 0.907 0.740
Run5_v10. 0.8315569437055503 0.814 0.859 0.779
Run5_v11. 0.826756700790382 0.818 0.860 0.785
Run5_v12. 0.823974602152804 0.815 0.856 0.783
Run5_v13. 0.830775030715119 0.817 0.859 0.783
Run6_v10. 0.8514396351676051 0.813 0.925 0.750
Run6_v11. 0.8443013668504182 0.816 0.857 0.783
Run6_v12. 0.8434032566660784 0.815 0.919 0.754
Run6_v13. 0.8577895989909314 0.814 0.861 0.777
Run7_v10. 0.8376625935961355 0.815 0.850 0.787
Run7_v11. 0.8381889879918965 0.813 0.909 0.758
Run7_v12. 0.8349604346257782 0.811 0.908 0.756
Run7_v13. 0.836408383376389 0.821 0.860 0.789
Run8_v10. 0.841060076118789 0.816 0.857 0.783
Run8_v11. 0.843848676674025 0.818 0.914 0.760
Run8_v12. 0.8426311049791738 0.818 0.858 0.785
Run8_v13. 0.8433941367984498 0.823 0.862 0.791
Run9_v10. 0.8189566663670631 0.812 0.843 0.787
Run9_v11. 0.8186349956286322 0.799 0.827 0.779
Run9_v12. 0.8193729864282642 0.807 0.850 0.773
Run9_v13. 0.8163619170548052 0.803 0.839 0.773
......