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added model evaluation

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s464953 2024-05-09 02:33:28 +02:00
parent db5d87f034
commit d2ae1e0b32
1 changed files with 3 additions and 0 deletions
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use_model.py
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@ -34,6 +34,7 @@ def create_plots():
plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1)) plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1))
plt.show() plt.show()
plt.savefig("Accuracy_plot.png") plt.savefig("Accuracy_plot.png")
plt.close()
plt.plot(metrics_df["Build number"], metrics_df["F1 Score"]) plt.plot(metrics_df["Build number"], metrics_df["F1 Score"])
plt.xlabel("Build Number") plt.xlabel("Build Number")
@ -42,6 +43,7 @@ def create_plots():
plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1)) plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1))
plt.show() plt.show()
plt.savefig("F1_score_plot.png") plt.savefig("F1_score_plot.png")
plt.close()
plt.plot(metrics_df["Build number"], metrics_df["RMSE"]) plt.plot(metrics_df["Build number"], metrics_df["RMSE"])
plt.xlabel("Build Number") plt.xlabel("Build Number")
@ -50,6 +52,7 @@ def create_plots():
plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1)) plt.xticks(range(min(metrics_df["Build number"]), max(metrics_df["Build number"]) + 1))
plt.show() plt.show()
plt.savefig("RMSE_plot.png") plt.savefig("RMSE_plot.png")
plt.close()
np.set_printoptions(threshold=20) np.set_printoptions(threshold=20)