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print("\nI've tried tried my best, however I was not able to implement my own classification function") print("I am not sure how can I use the ftd, ftp, etc. to build a decision tree or similar :/") print("\nHowever I have:") print("\nreadData.py - 3.1 - loading and looking at the data, pirntSampleAndLabelNumber") print("\ncreateImage.py imageIndex - 3.2 - sample inspection, printing image, checkingOrder") print("\nfeatureExtraction.py imageIndex - 3.3 - ftd, ftp, nit, rpa computed for image, printed") print("\nhistograms.py - 3.4 - creating nit and rpa histograms, printed. Bonus: ftd, ftp avg, stdDev computed") print("\ndataSplitting.py - 3.5 - splitting the data into Training and Validation subset(no main function)") print("\npredict.py - 3.6, 3.7 - scikit-learn used to train and fit the data, classification report and confusion matrix printed") print("\n") print("\nDependencies: numpy, sklearn, matplotlib")
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