import pandas as pd
import matplotlib.pyplot as plt

df = pd.read_csv("benchmark_results.csv")
names = df.name
df = df.drop("name", axis=1)

plt.figure()
plt.bar(names, df.time)
plt.title("Training times")
plt.xlabel("Classifier")
plt.ylabel("Time (s)")

plt.figure()
plt.bar(names, df.accuracy)
plt.title("Prediction Accuracy")
plt.xlabel("Classifier")
plt.ylabel("Accuracy")

plt.show()