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GitHub topics: validity-indices

Nachiket-Bhide/Masters-Thesis-Research-Work

This repository contains all program files and datasets used in implementation of Masters Thesis Research Work for the topic - "Efficient Clustering via Kernel Principal Component Analysis and Optimal One Dimensional Clustering".

Language: Python - Size: 330 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

zcebeci/fcvalid

Internal Validity Indexes for Fuzzy and Possibilistic Clustering

Language: R - Size: 157 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

josemarialuna/ClusterIndices

This package contains the code for executing clustering validity indices in Spark. The package includes BD-Silhouette, BD-Dunn, Davies-Bouldin and WSSSE indices.

Language: Scala - Size: 588 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 3

marcosspalenza/clustering_optimization

An optimization model to select parameters for clustering algorithms

Language: Python - Size: 122 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

Related Keywords
validity-indices 4 clustering 3 clustering-evaluation 2 unsupervised-machine-learning 2 clustering-validation 1 fcm 1 fuzzy-clustering-analyses 1 fuzzy-cmeans-clustering 1 fuzzy-internal-indexes 1 fuzzy-possibilistic-cmeans 1 number-of-clusters 1 pcm 1 possibilistic-clustering-algorithms 1 unsupervised-clustering 1 unsupervised-learning 1 validate 1 validation 1 big-data 1 scala 1 spark-mllib 1 docker-container 1 optimization-methods 1 c 1 dimensionality-reduction 1 dynamic-programming 1 hungarian-algorithm 1 k-means-clustering 1 kpca 1 machine-learning 1 matplotlib 1 numpy 1 optimal 1 pandas 1 principal-component-analysis 1 python 1 radial-basis-function 1 scikit-learn 1 silhouette-score 1 cluster-analysis 1 clustering-analysis 1 clustering-benchmarks 1