An implementation of the gap statistic, a method for estimating the number of clusters in a set of data.
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Updated
Jun 20, 2017 - R
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gap-statistic
Here are 11 public repositories matching this topic...
K-Means++ Clustering using Gap Statistic for determining optimal value of K in Python
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Sep 7, 2017 - Python
Code library for common machine learning algorithms
python
machine-learning
timeseries
random-forest
clustering
optimization
xgboost
glmnet
gam
knn
prophet
optimization-algorithms
fbprophet
general-additive-model
gap-statistic
pygam
python310
bates-granger
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Jul 15, 2024 - Python
K-means as an unsupervised machine learning technique. Customer Segmentation Case.
segmentation
kmeans
silhouette
k-means
rfm
elbow-method
customer-segmentation
rfm-analysis
gap-statistic
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Jan 6, 2020 - R
Repository for my master thesis content - Bag Of features for text detection in natural scene images
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Oct 21, 2019 - MATLAB
Estimating the number of clusters in a data set via the gap statistic. Implemented in H2O-3
java
open-source
data-science
machine-learning
big-data
clustering
multithreading
distributed
datascience
kmeans
kmeans-clustering
gap-statistic
h2o-3
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Nov 7, 2024 - Java
Development of new ML library
machine-learning
timeseries
time-series
random-forest
clustering
optimization
xgboost
glmnet
knn
knn-regression
knn-classification
random-forest-classifier
gap-statistic
random-forest-regression
xgboost-regression
xgboost-classifier
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Feb 19, 2024 - Python
CLUST: clustering platform frontend
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Mar 23, 2024 - Vue
Modified gap statistic (gap-com) for regularization selection of sparse networks. This method is aimed for complex network estimation.
community-detection
complex-networks
clusters
tuning-parameters
igraph
gap-statistic
sub-sampling
gene-expression-networks
erdos-reyni-graphs
power-law
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Feb 15, 2022 - R
Supervised and unsupervised analysis
tree
ggplot2
r
random-forest
clustering
naive-bayes
supervised-learning
logistic-regression
kmeans
unsupervised-learning
knn
kmeans-clustering
elbow-method
gap-statistic
gini-index
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Dec 20, 2022 - R
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Mar 20, 2020 - R
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