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changed x-axis froc

This commit is contained in:
Stefan 2022-04-21 15:27:02 +02:00
parent ee0a672f0b
commit 1042bf3145
2 changed files with 39 additions and 10 deletions
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12
scripts/5.Visualize_frocs.py
View File

@ -2,6 +2,7 @@ from pickle import TRUE
from sfransen.utils_quintin import *
import matplotlib.pyplot as plt
import argparse
import matplotlib.ticker as tkr
parser = argparse.ArgumentParser(
description='Visualise froc results')
@ -32,8 +33,15 @@ for idx in range(len(args.experiment)):
experiment_metrics = read_yaml_to_dict(experiment_path)
auroc.append(round(experiment_metrics['auroc'],3))
plt.figure(1)
plt.plot(experiment_metrics["FP_per_case"], experiment_metrics["sensitivity"],color=colors[idx],linestyle=plot_type[idx])
fig1, ax1 = plt.subplots(1,1)
ax1.plot(experiment_metrics["FP_per_case"], experiment_metrics["sensitivity"],color=colors[idx],linestyle=plot_type[idx])
ax1.set(xscale="log")
ax1.xaxis.set_minor_locator(tkr.LogLocator(base=10, subs='all'))
ax1.xaxis.set_minor_formatter(tkr.NullFormatter())
ax1.xaxis.set_major_formatter(tkr.ScalarFormatter())
ax1.grid(True, which="both", ls="--", c='#d3d3d3')
ax1.set_xlim(left=0, right=3)
ax1.xaxis.set_major_locator(tkr.FixedLocator([0,0.1,1,3]))
plt.figure(2)
plt.plot(experiment_metrics["fpr"], experiment_metrics["tpr"],color=colors[idx],linestyle=plot_type[idx])

37
scripts/tmp.py
View File

@ -1,13 +1,34 @@
import matplotlib.pyplot as plt
import matplotlib.ticker as ticker
import matplotlib.ticker as tkr
import seaborn as sns
import matplotlib.ticker as tkr
x = [0,5,9,10,15]
y = [0,1,2,3,4]
x = [0,1.1,2.3,5,90,100,1500]
y = [0,0.02,0.09,1,2,3,4]
tick_spacing = 1
fig, ax = plt.subplots(1,1)
ax.plot(x,y)
ax.set_xticks([0,1,2,5,8,9,10,11,20])
ax.xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))
plt.show()
fig1, ax1 = plt.subplots(1,1)
ax1.plot(x,y)
# ax.set_xticks([0,100,1500])
# ax.xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))
ax1.set(xscale="log")
ax1.xaxis.set_minor_locator(tkr.LogLocator(base=10, subs='all'))
ax1.xaxis.set_minor_formatter(tkr.NullFormatter())
ax1.xaxis.set_major_formatter(tkr.ScalarFormatter())
ax1.grid(True, which="both", ls="--", c='#d3d3d3')
ax1.set_xlim(left=0, right=150)
ax1.xaxis.set_major_locator(tkr.FixedLocator([0,1,3]))
fig2, ax2 = plt.subplots(1,1)
ax2.plot(x,y)
# ax.set_xticks([0,100,1500])
# ax.xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing))
ax2.set(xscale="log")
ax2.xaxis.set_minor_locator(tkr.LogLocator(base=10, subs='all'))
ax2.xaxis.set_minor_formatter(tkr.NullFormatter())
ax2.xaxis.set_major_formatter(tkr.ScalarFormatter())
ax2.grid(True, which="both", ls="--", c='#d3d3d3')
ax2.set_xlim(left=0, right=150)
ax2.xaxis.set_major_locator(tkr.FixedLocator([0,1,30,500]))
plt.show()