davies-bouldin

There are 0 repository under davies-bouldin topic.

Simon-Bertrand / Clusters-Features
The Clusters-Features package allows data science users to compute high-level linear algebra operations on any type of data set. It computes approximatively 40 internal evaluation scores such as Davies-Bouldin Index, C Index, Dunn and its Generalized Indexes and many more ! Other features are also available to evaluate the clustering quality.
ball-hall banfeld-raftery c-index calinski-harabasz clustering clustering-analysis clusters davies-bouldin evaluation generalized-dunn-indexes indices internal pbm point-biserial python ray-turi unsupervised-learning validation wemmert-gancarski xie-beni
Language:Python 29
mattbova / Bova_Tools
Python toolbox intended for GIS Archaeology tools developed by Matthew Bova
archaeology gis arcpy arcpython kmeans-clustering davies-bouldin python multivariate-analysis cultural-heritage
Language:Python 1
y656 / Weather-data-clustering
This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset
clustering-algorithm hierarchical-clustering kmeans-clustering matplotlib-pyplot pandas-dataframe seaborn-plots unsupervised-machine-learning kernelpca minmaxscaling outlier-detection pca robust-scaling standard-scaler truncated-svd dendrogram outliers-detection davies-bouldin elbow-plot silhouette-score
Language:Jupyter Notebook 1
dbbatalha / credit_clustering
Clustering usuarios de cartão de crédito usando KMeans.
python clustering cluster silhouette-score davies-bouldin calinski-harabaz-score unsupervised-machine-learning kmeans-clustering
Language:Jupyter Notebook 0
imane-ayouni / Chicago-Public-School-Students-Clustering
Unsupervised learning algorithms to cluster students of a public school
unsupervised-learning kmeans-clustering dbscan-clustering gaussian-mixture agglomerative-clustering hierarchical-clustering silhouette-plots elbow-plot dendrogram silhouette-score calinski-harabasz davies-bouldin
Language:Jupyter Notebook 0
imane-ayouni / Customer-Segmentation
Clustering algorithms to segment clients of a distribution company
clustering unsupervised-machine-learning kmeans-clustering dbscan-clustering gaussian-mixture-models silhouette-method elbow-method calinski-harabasz davies-bouldin
Language:Jupyter Notebook 0
nwiroonsri / NCvalid
Algorithms for computing cluster validity indices including a new correlation-based called Wiroonsri index
calinski-harabasz clustering cvi davies-bouldin index kmeans r silhouette validity wiroonsri
Language:R 0