AI Chat AI Image Generator AI Video Text to Speech

Divisive-agglomerative algorithm and complexity of automatic classification problems

07/05/2016

∙

by Alexander Rubchinsky, et al.

∙

∙

An algorithm of solution of the Automatic Classification (AC for brevity) problem is set forth in the paper. In the AC problem, it is required to find one or several artitions, starting with the given pattern matrix or dissimilarity, similarity matrix.

page 1

page 2

page 3

page 4

research

∙ 06/15/2023

Hierarchical confusion matrix for classification performance evaluation

In this work we propose a novel concept of a hierarchical confusion matr...

0 Kevin Riehl, et al. ∙

research

∙ 08/10/2018

How Complex is your classification problem? A survey on measuring classification complexity

Extracting characteristics from the training datasets of classification ...

0 Ana C. Lorena, et al. ∙

research

∙ 06/12/2017

Exploring the similarity of medical imaging classification problems

Supervised learning is ubiquitous in medical image analysis. In this pap...

0 Veronika Cheplygina, et al. ∙

research

∙ 02/20/2019

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Kernel extreme learning machine (KELM) is a novel feedforward neural net...

0 Jie Wang, et al. ∙

research

∙ 07/12/2003

Automatic Classification using Self-Organising Neural Networks in Astrophysical Experiments

Self-Organising Maps (SOMs) are effective tools in classification proble...

0 P. Boinee, et al. ∙

research

∙ 02/21/2018

Adversarial classification: An adversarial risk analysis approach

Classification problems in security settings are usually contemplated as...

0 Roi Naveiro, et al. ∙

research

∙ 02/26/2020

Nonlinear classifiers for ranking problems based on kernelized SVM

Many classification problems focus on maximizing the performance only on...

0 Václav Mácha, et al. ∙