silhouette-method

There are 0 repository under silhouette-method topic.

erdogant / clusteval
Clusteval provides methods for unsupervised cluster validation
clustering dbindex density-based-clustering machine-learning python silhouette-method unsupervised-clustering validation
Language:Jupyter Notebook 58
abhinav4201 / UnSupervised-ML-Zomato-Restaurant-Clustering-and-Sentiment-Analysis
The Project focuses on Customers and Company, you have to analyze the sentiments of the reviews given by the customer in the data and made some useful conclusion in the form of Visualizations. Also, cluster the zomato restaurants into different segments. The data is visualized as it becomes easy to analyse data at instant.
classification clustering data-science kmeans-clustering nlp-machine-learning sentiment-analysis silhouette-method unsupervised-machine-learning
Language:Jupyter Notebook 6
NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING
San13deep / NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING
I have clustered similar movies and TV Shows available on Netflix taking into account of attributes like Description, Cast, Director, Genre etc of a particular movie/show.
python-3 nlp-machine-learning data-science clustering exploratory-data-analysis feature-engineering k-means-clustering silhouette-method sillh
Language:Jupyter Notebook 4
isaacarroyov / crime_analysis_mx2017
Comparing the Elbow Method and Silhouette Method for choosing the optimal number of clusters in K-Means algorithm
machine-learning-algorithms unsupervised-machine-learning elbow-method silhouette-method cluster-analysis
Language:Jupyter Notebook 2
mamomen1996 / R_CS_09
Customers RFM Clustering (Market Segmentation based on Behavioral Approach)
clara clustering data-analysis data-science elbow-method hierarchical-clustering hierarchical-kmeans-clustering kmeans machine-learning market-segmentation ml pam r rfm-analysis silhouette-method unsupervised-learning
Language:HTML 2
AmirMotefaker / Customer-Segmentation-using-R
Customer Segmentation using R
customer-segmentation r clustering clustering-algorithm data-exploration eda elbow-method factoextra k-means k-means-algorithm k-means-clustering optimal-clusters silhouette-method age-distribution annual-income customer-gender customer-gender-visualization optimal-number-of-clusters spending-score
Language:R 1
Jayesh88 / Degrees-that-pay-you-back-using-K-means-Alogrithm-in-R
clustering elbow-method gap-statistic ggplot kmeans-clustering silhouette-method
Language:R 1
KaranSharma18 / Customer-Segmentation-
This Repository uses K-Means Clustering Algorithms , Silhouette Analysis and Elbow method in order to understand the customers like who can be easily converge [Target Customers] so that the sense can be given to marketing team and plan the strategy accordingly
kmeans-clustering elbow-method silhouette-method segmentation
Language:Jupyter Notebook 1
LeondraJames / Degrees-That-Pay-You-Back
A cluster analysis leveraging the kmeans algorithm to determine which degrees are likely to yield which levels of income based on historical data.
clustering eda education elbow-method kmeans machine-learning r silhouette-method university unsupervised-learning visualization
Language:Jupyter Notebook 1
mamomen1996 / Python_CS_04
Customers RFM Clustering (Market Segmentation based on Behavioral Approach)
clustering customer-segmentation data-analysis data-science elbow-method kmeans kmeans-plus-plus machine-learning market-segmentation matplotlib numpy pandas python scikit-learn silhouette-method sklearn unsupervised-learning
Language:HTML 1
Philliec459 / Geolog-Silhouette-Cluster-Analysis
This repository will be for our Geolog Silhouette Cluster Analysis
cluster-analysis silhouette-method
1
renan-abib / Clustering-Breast-Cancer
Clusterização dos dados presentes no dataset de câncer de mama, implementando os algoritmos K-means, algoritmo do cotovelo (elbow method) e da silhueta média (Silhouette).
breast-cancer-diagnosis breast-cancer-wisconsin clustering elbow-method silhouette-method
Language:R 1
shanuhalli / Assignment-PCA
Perform Principal component analysis and perform clustering using first 3 principal component scores both Heirarchial and K Means Clustering and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data.
assignment-08 data-analysis data-preprocessing dendogram exploratory-data-analysis hirarchical-clustering k-means min-max-scaler pca principal-component-analysis silhouette-method sklearn standard-scaler t-sne
Language:Jupyter Notebook 1
venkatesh-eranti / Clustering_Project_online-retail_case-study
For an UK based non-store online retail for which we need to cluster it's customers in to different groups so that we can run targeted campaign for each group
complete-linkage cut-tree dendrogram elbow-method gaussian-mixture-models hierarchical-clustering hopkins-statistic k-means-clustering kmeans-clustering-algorithm outlier-detection outlier-removal rescaling rfm-analysis silhouette-method tukeks-method
Language:Jupyter Notebook 1
anup-anny / NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING
Unsupervised learning project (Clustering)
cluster-analysis clustering knearest-neighbor-algorithm nlp-machine-learning silhouette-method
Language:Jupyter Notebook 0
fevzikaya7 / Clustering_algorithms
elbow-method kmeans-clustering silhouette-method
Language:Python 0
Gopinathalpha7 / E-Commerce_Customer_Segmentation
[ Analyzing the existing customer data and getting valuable insights about the purchase pattern ] | K-Means clustering | silhouette score | minmaxscalar |
eda kmeans kmeans-clustering machine-learning python kmean-clusters minmaxscaler silhouette-method
Language:Jupyter Notebook 0
Hornerca / Unsupervised-Learning-Clustering
K-means clustering, Evaluation methods of choosing k (Elbow Method, Silhouette analysis)
python k-means-clustering elbow-method silhouette-method
Language:Python 0
hrithikwel8 / Online__Retail_Customer_Segmentation
Identify major customer segments on a transnational data set that contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail.
segmentation customer unsupervised-machine-learning silhouette-method kmeans-clustering data-science capstone-project elbow-method rfm-analysis
Language:Jupyter Notebook 0
imane-ayouni / Customer-Segmentation
Clustering algorithms to segment clients of a distribution company
calinski-harabasz clustering davies-bouldin dbscan-clustering elbow-method gaussian-mixture-models kmeans-clustering silhouette-method unsupervised-machine-learning
Language:Jupyter Notebook 0
IvanSaravanja2306 / Market_Basket_Analysis
Machine Learning for Business - Market Basket Analysis and Clustering
clustering-algorithm dbscan-clustering elbow-method k-means-clustering marketbasketanalysis one-hot-encoding silhouette-method
Language:Jupyter Notebook 0
jarred13 / The_Beatles_Recommendations
Using Spotify data to create a recommendation system for The Beatles
3d-plot elbow-method kmeans-clustering music pandas plotly recommendation-system silhouette-method spotify the-beatles unsupervised-learning
Language:Jupyter Notebook 0
Mohith-Kota / Clustering-Techniques-on-Synthetic-Real-World-Data
The objective is to implement different clustering methods to synthetic and real-world data and validate using external and internal validation techniques
clustering-algorithm dunnindex ggplot2 hierarchical-clustering jaccard-index k-means-clustering rprogramming silhouette-method synthetic-data
0
naman-code / Credit_card_customer_clustring-
Clustering of customer on the basis of their credit card details
data-visualization dbscan-clustering elbow-method kmeans-clustering machine-learning silhouette-method
Language:Jupyter Notebook 0
omarja12 / Insurance_Company_Customers_Clustering
Using several clustering algorithm to segment an insurance company customers
clustering dbscan dendrogram density-based-clustering gaussian-mixture-models hierarchical-clustering kmeans-clustering meanshift pca-analysis principal-component-analysis self self-organizing-map silhouette-method silhouette-score som t-sne
Language:Jupyter Notebook 0
SRIST1608 / -NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING
I have clustered similar movies and TV Shows available on Netflix taking into account of attributes like Description, Cast, Director, Genre etc of a particular movie/show.
clustring data-science elbow-method exploratory-data-analysis feature-engineering k-means-clustering nlp-machine-learning python3 si silhouette-method
Language:Jupyter Notebook 0
tpurcell0122github / Trade-Ahead
An investment advisory firm needs to segment stock offerings so they may offer their customers understandable investment options.
clustering clusterprofiler cophenetic-distance dendrograms elbow-plot hierarchical-clustering k-means-clustering segmenting-and-clustering silhouette-method
0
Yoonyoung-Cho / 2019_KCB_Finance_Style_Visualization_Competition
2019.07.08 2등 KCB 금융스타일 시각화 경진대회(KCB/DACON)
clustering kmeans-clustering map-visualization pca segmentation silhouette-method visualization
0
zillur-av / k-means-algorithm
This is a Python implementation of k-means algorithm including elbow method and silhouette method for selecting optimal K
elbow-method elbow-plot k-means k-means-clustering k-means-implementation-in-python machine-learning machine-learning-algorithms python python3 silhouette-method silhouette-score
Language:Jupyter Notebook 0
DiegoUsaiUK / K_Medoid_Clustering
Segmenting with Mixed Type Data - A Case Study Using K-Medoids on Subscription Data
clustering customer-segmentation t-sne silhouette-method machine-learning data-mining data-science data-analysis business-intelligence business-analytics k-medoids-clustering
nowshad7 / Text_Summarizer_BERT
bert-embeddings elbow-method k-means-clustering machine-learning nlp python3 silhouette-method summarization
Language:Jupyter Notebook
pablosolanoc / k-MeansClusteringResearch
Implementing K-Means clustering for research about environmental awareness and environmental practices of Ecuadorian households regarding the enviroment
clusterization clustering kmeans-clustering research-project python elbow-method silhouette-method ecuador
Language:Python
shubhampundhir / Customer-Personality-Analysis
Customer personality analysis helps a business to modify its product based on its target customers from different types of customer segments.
exploratory-data-analysis k-means-clustering machine-learning silhouette-method
Language:Jupyter Notebook
swarnava-96 / Clustering
clustering dbscan-clustering hierarchial-clustering kmeans-clustering python silhouette-method unsupervised-machine-learning
Language:Jupyter Notebook
venkatesh-eranti / clustering_cricket-data
Analyze the data of batting figures of batsmen in ODI matches by Choosing strike rate and average as the two factors on which clustering the data
complete-linkage cut-tree dendrogram elbow-method heirarchical-clustering hopkins-statistic k-means-clustering rescaling silhouette-method
Language:Jupyter Notebook

silhouette-method

erdogant / clusteval

abhinav4201 / UnSupervised-ML-Zomato-Restaurant-Clustering-and-Sentiment-Analysis

San13deep / NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING

isaacarroyov / crime_analysis_mx2017

mamomen1996 / R_CS_09

AmirMotefaker / Customer-Segmentation-using-R

Jayesh88 / Degrees-that-pay-you-back-using-K-means-Alogrithm-in-R

KaranSharma18 / Customer-Segmentation-

LeondraJames / Degrees-That-Pay-You-Back

mamomen1996 / Python_CS_04

Philliec459 / Geolog-Silhouette-Cluster-Analysis

renan-abib / Clustering-Breast-Cancer

shanuhalli / Assignment-PCA

venkatesh-eranti / Clustering_Project_online-retail_case-study

anup-anny / NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING

fevzikaya7 / Clustering_algorithms

Gopinathalpha7 / E-Commerce_Customer_Segmentation

Hornerca / Unsupervised-Learning-Clustering

hrithikwel8 / Online__Retail_Customer_Segmentation

imane-ayouni / Customer-Segmentation

IvanSaravanja2306 / Market_Basket_Analysis

jarred13 / The_Beatles_Recommendations

Mohith-Kota / Clustering-Techniques-on-Synthetic-Real-World-Data

naman-code / Credit_card_customer_clustring-

omarja12 / Insurance_Company_Customers_Clustering

SRIST1608 / -NETFLIX-MOVIES-AND-TV-SHOWS-CLUSTERING

tpurcell0122github / Trade-Ahead

Yoonyoung-Cho / 2019_KCB_Finance_Style_Visualization_Competition

zillur-av / k-means-algorithm

DiegoUsaiUK / K_Medoid_Clustering

nowshad7 / Text_Summarizer_BERT

pablosolanoc / k-MeansClusteringResearch

shubhampundhir / Customer-Personality-Analysis

swarnava-96 / Clustering

venkatesh-eranti / clustering_cricket-data