I am modifying the yticks font size of a figure but not all yticks are of the same font size. The last two yticks 0.8 and 0.6 are greater than the others.
def mm_to_inch(value):
return value/25.4
import matplotlib
matplotlib.use('Agg')
matplotlib.rcParams['font.sans-serif'] = "Arial"
matplotlib.rcParams['font.family'] = "sans-serif"
matplotlib.rcParams['figure.dpi'] = 300
import pandas as pd
import matplotlib.pyplot as plt
size = 112
fig, ax1 = plt.subplots(figsize=(mm_to_inch(size), mm_to_inch(size/2)))
df = pd.read_csv('testing_errors_prob.csv')
df = df.drop(['precision', 'recall', 'TP', 'FP', 'TN', 'FN'], axis=1)
df = df.sort_values(by=['accuracy'], ascending=False)
df = df.replace({'Gaussian Nb': 'Gaussian\nNb', 'Extra Trees': 'Extra\nTrees', 'Random Forest': 'Random\nForest',
'Decision Tree': 'Decision\nTree', 'Gradient Boost': 'Gradient\nBoost', 'Linear SVC': 'Linear\nSVC',
'Ada Boost': 'Ada\nBoost', 'Bernouli Nb': 'Bernouli\nNb'})
df.plot.bar(x='model', ax=ax1, color=['#093145', '#107896', '#829356'], width=0.8)
plt.tight_layout()
# plt.xticks(rotation=45, ha="right", fontsize=6)
# plt.yticks(fontsize=6)
plt.xticks(rotation=45, ha="right", fontsize=6)
plt.yticks(fontsize=6)
plt.legend(["Accuracy", "F1", "AUC ROC"], fontsize="xx-large", prop={'size': 5})
plt.subplots_adjust(left=0.07, right=0.9, top=0.9, bottom=0.2)
plt.xlabel('')
plt.savefig('results_updateddd_{}.png'.format(size))
plt.savefig('results_updateddd_{}.pdf'.format(size))
plt.close()
The figure looks like this:
