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banknote-authentication

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KhaledAshrafH / DT-Banknote-Authenticator

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This Python code utilizes the decision tree algorithm from the scikit-learn library to perform banknote authentication. The code aims to analyze the impact of different train-test split ratios and training set sizes on the accuracy and size of the learned decision tree.

machine-learning numpy sklearn models pandas plotting decision-tree decision-tree-classifier dt matplotlib-pyplot banknote-authentication
  • Updated Aug 24, 2023
  • Python

KhaledAshrafH / KNN-Classifier

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This repository contains a Python implementation of a K-Nearest Neighbors (KNN) classifier from scratch. It's applied to the "BankNote_Authentication" dataset, which consists of four features (variance, skew, curtosis, and entropy) and a class attribute indicating whether a banknote is real or forged.

machine-learning machine-learning-algorithms k knn k-nearest-neighbours knn-classification k-nearest-neighbors euclidean-distance knn-classifier knn-algorithm banknote-authentication k-nearest-neighbor-classifier
  • Updated Aug 24, 2023
  • Python

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