usplt.plot3D_training(data1) plt.show() savefig(fig, directory, classname + "_plot3D_training.png") plt.close() #plot 3D surface calibration fig = plt.figure(1, figsize=(6, 4)) usplt.plot3D_surf(LinearRegression) plt.show() savefig(fig, directory, classname + "_plot3D_surf.png") savefig(fig, directory, classname + "_plot3D_surf.eps") plt.close() #courbe de calibration pour ecal = 0 fig = plt.figure(figsize=(12, 4)) usplt.plotCalibrationCurve(LinearRegression) plt.show() savefig(fig, directory, classname + "_calibration.png") plt.close() #ecalib/true in function of etrue fig = plt.figure(figsize=(12, 4)) usplt.plot_ecalib_over_etrue_functionof_etrue(LinearRegression, data2) plt.show() savefig(fig, directory, classname + "_ecalib_over_etrue.png") plt.close() #histogram of ecalib and etrue fig = plt.figure(figsize=(12, 5)) usplt.hist_ecalib(LinearRegression, data2) plt.show()
fig = plt.figure(1, figsize=(5, 4)) usplt.plot3D_training(data1) #plt.show() savefig(fig, directory, classname + "_plot3D_training.png") plt.close() #plot 3D surface calibration fig = plt.figure(1, figsize=(5, 4)) usplt.plot3D_surf(KNNGFD) #plt.show() savefig(fig, directory, classname + "_plot3D_surf.png") plt.close() #courbe de calibration pour ecal = 0 fig = plt.figure(figsize=(10, 4)) usplt.plotCalibrationCurve(KNNGFD) #plt.show() savefig(fig, directory, classname + "_calibration.png") plt.close() #ecalib/true in function of etrue fig = plt.figure(figsize=(10, 4)) usplt.plot_ecalib_over_etrue_functionof_etrue(KNNGFD, data2) #plt.show() savefig(fig, directory, classname + "_ecalib_over_etrue.png") plt.close() #histogram of ecalib and etrue fig = plt.figure(figsize=(10, 6)) usplt.hist_ecalib(KNNGFD, data2) #plt.show()
usplt.plot3D_training(data1) plt.show() savefig(fig, directory, classname + "_plot3D_training.png") plt.close() #plot 3D surface calibration fig = plt.figure(1, figsize=(6, 4)) usplt.plot3D_surf(CalibrationLego) plt.show() savefig(fig, directory, classname + "_plot3D_surf.png") savefig(fig, directory, classname + "_plot3D_surf.eps") plt.close() #courbe de calibration pour ecal = 0 fig = plt.figure(figsize=(12, 4)) usplt.plotCalibrationCurve(CalibrationLego) plt.show() savefig(fig, directory, classname + "_calibration.png") plt.close() #ecalib/true in function of etrue fig = plt.figure(figsize=(12, 4)) usplt.plot_ecalib_over_etrue_functionof_etrue(CalibrationLego, data2) plt.show() savefig(fig, directory, classname + "_ecalib_over_etrue.png") plt.close() #histogram of ecalib and etrue fig = plt.figure(figsize=(12, 5)) usplt.hist_ecalib(CalibrationLego, data2) plt.show()