#
davies-bouldin-score
Here are 5 public repositories matching this topic...
Unsupervised machine learning
python
eda
data-visualization
pca-analysis
hierarchical-clustering
unsupervised-machine-learning
k-means-clustering
calinski-harabaz-score
silhouette-analysis
davies-bouldin-score
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Updated
Oct 24, 2023 - Jupyter Notebook
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Updated
Oct 24, 2023 - Jupyter Notebook
Customer-Segmentation---Purchasing-Behavior
python
behavior
marketing
clustering
numpy
sklearn
plotly
pandas
seaborn
segmentation
purchase
customer
kmeans-clustering
calinski-harabaz-score
matplotlib-pyplot
yellowbrick
sklearn-metrics
silhouette-score
davies-bouldin-score
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Updated
May 20, 2024 - Jupyter Notebook
Clustered behavioral data into two groups, regardless of gender, and evaluated cluster consistency with gender division using silhouette and Davies-Bouldin scores. Additionally, identified the optimal cluster count using the elbow method and re-evaluated clustering efficacy.
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Updated
Dec 9, 2023 - Jupyter Notebook
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