Building a Learning Vector Quantization 1 (LVQ1) network
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Updated
Apr 11, 2023 - Jupyter Notebook
Building a Learning Vector Quantization 1 (LVQ1) network
simple demonstration of NB and LVQ classification
Natural Language Processing with node js
Iris classification using Learning Vector Quantization 3 (LVQ 3) and its comparison with K-NN and Random Forest
Depression Calculator as a Final Project for Datamining Subject in the College
Model for water quality classification using Learning Vector Quantization algorithm. Dataset obtained from Kaggle, 8000 instance with 19 attribute and class labelled by safe and not safe
Project for the Neural Networks course @cse.uoi.gr
Implementation of Learning Vector Quantization (LVQ) and Extreme Learning Machine (ELM) with Iris Dataset
Implementations of perceptron algorithm with 2 hidden layers, learning vector quantization, k-means clustering algorithm, for the course Computational Intelligence @uoi
Learning Vector Quantization ( or LVQ ) is a type of Artificial Neural Network which also inspired by biological models of neural systems. It is based on a prototype supervised learning classification algorithm and trained its network through a competitive learning algorithm similar to Self Organizing Map.
Classification methods applied to an imbalanced big dataset
code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers
A python project for prototype-based soft feature selection
The Learning Vector Quantization 3 (LVQ 3) classification to digits data.
Basic Artificial Neural Network usage on BlackJack card game data with MATLAB
End-to-end implementation of banknotes authentication using advanced prototype-based model classification by components model dockerized and deployed on the Heroku platform as a service cloud.
LVQ (Learning Vector Quantization) library for Java
Geographic Information System-based decision support system using the Learning Vector Quantization method.
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