banknote-authentication

There are 0 repository under banknote-authentication topic.

ausilianapoli / Counterfeit-Banknotes-Detection
Data analysis and classification of counterfeit and genuine banknotes
data-science data-analysis machine-learning counterfeit banknotes banknote-authentication banknote-forgery banknotes-classification uci-machine-learning svm logistic-regression naive-bayes decision-trees random-forest
Language:Jupyter Notebook 2
KhaledAshrafH / DT-Banknote-Authenticator
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.
banknote-authentication decision-tree decision-tree-classifier dt machine-learning matplotlib-pyplot models numpy pandas plotting sklearn
Language:Python 2
KhaledAshrafH / KNN-Classifier
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.
banknote-authentication euclidean-distance k k-nearest-neighbor-classifier k-nearest-neighbors k-nearest-neighbours knn knn-algorithm knn-classification knn-classifier machine-learning machine-learning-algorithms
Language:Python 2
divya-mlcoder / bank-note-authentication
Trying different models of classification on Bank note authentication data-set from UCI repository, and comparing the performance of which one is better to predict the note is fake or not.
banknote-authentication decision-tree-classifier k-means-clustering logistic-regression naive-bayes-classifier neural-networks random-forest-classifier svm-classifier
Language:Jupyter Notebook 1
HillalXD / fake-currency-detection
banknote-authentication classification knearest-neighbor-classifier
Language:Jupyter Notebook 1
KunalArora / banknote-authentication-tf
banknote-authentication data-science python random-forest seaborn tensorflow
Language:Jupyter Notebook 1
tdishant / Banknote-Authentication
Machine Learning / Data mining project in python. In this project, various classification algorithms such as Decision Tree, k-nearest neighbours, random forest and support vector machine have been implemented from scratch and have been applied on banknote authentication dataset. The goal of this project is to calculate and compare the accuracy of these algorithms in differentiating counterfeit bank notes from legitimate notes
machine-learning machine-learning-algorithms machinelearning data-science datamining python3 project machine-learning-project classification-algorithm supervised-learning-algorithms decision-tree-classifier knn-classifier random-forest-classifier svm-classifier banknote-authentication banknote-authentication-dataset
Language:Jupyter Notebook 1
BeataWereszczynska / SML_forged_banknotes
Comparison of numerous supervised machine learning classifier models (Logistic Regression, K-Nearest Neighbors, Support Vector Machines and Decision Trees) predicting if a banknote is genuine or not based on the dataset from OpenML containing wavelet analysis results for genuine and forged banknotes. (Python 3)
banknote-authentication classification classification-model classifier jupyter-notebook python python-3 python3 supervised-machine-learning wavelet-analysis wavelets decision-trees k-nearest-neighbors k-nearest-neighbours logistic-regression support-vector-machines banknote-forgery banknotes-authenticity banknotes-classification
Language:Jupyter Notebook 0
BeataWereszczynska / UML_forged_banknotes
UML dimensionality reduction and clustering models for predicting if a banknote is genuine or not based on the dataset from OpenML containing wavelet analysis results for genuine and forged banknotes - practical exercise. (Python 3)
agglomerative-clustering clustering dbscan dbscan-clustering dimension-reduction dimensionality-reduction k-means k-means-clustering kernel-pca python3 tsne unsupervised-learning unsupervised-machine-learning banknote-authentication banknote-forgery banknotes-authenticity wavelet-analysis wavelets jupyter-notebook python
Language:Jupyter Notebook 0
GauravK1997 / Bank-Note-Authentication
An End-to-End Data Science Project: Bank Note Authentication
banking-applications python data-science machine-learning heroku-apps banknote-authentication kaggle
Language:Jupyter Notebook 0
ausilianapoli / Euro-Checksum
It is a web service that verifies the serial number of your Euro banknotes
banknotes serial-number checksum euro european-union banknote-authentication counterfeit bce banknote-forgery
Language:HTML
rahil-serasiya / Support-Vector-Machine-Algorithm-to-check-bank-note-authenticity-
Our task is to predict whether a bank currency note is authentic or not based upon four attributes of the note i.e. skewness of the wavelet transformed image, the variance of the image, entropy of the image, and kurtosis of the image. This is a binary classification problem and we will use the Support Vector Machine algorithm to solve this problem. The rest of the section consists of standard machine learning steps.
svm-model banknote-authentication support-vector-machines machine-learning-algorithms support-vector-machine skewness bank-currency entropy
Language:Jupyter Notebook

banknote-authentication

ausilianapoli / Counterfeit-Banknotes-Detection

KhaledAshrafH / DT-Banknote-Authenticator

KhaledAshrafH / KNN-Classifier

divya-mlcoder / bank-note-authentication

HillalXD / fake-currency-detection

KunalArora / banknote-authentication-tf

tdishant / Banknote-Authentication

BeataWereszczynska / SML_forged_banknotes

BeataWereszczynska / UML_forged_banknotes

GauravK1997 / Bank-Note-Authentication

ausilianapoli / Euro-Checksum

rahil-serasiya / Support-Vector-Machine-Algorithm-to-check-bank-note-authenticity-