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K_means.py
K_means.py
 
 
README.md
README.md
 
 
Synthetic_300S_63N.csv
Synthetic_300S_63N.csv
 
 
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Synthetic_300S_63N.png
 
 
Synthetic_400S_63N.csv
Synthetic_400S_63N.csv
 
 
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Synthetic_500S_0N.csv
Synthetic_500S_0N.csv
 
 
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Synthetic_500S_34N.csv
Synthetic_500S_34N.csv
 
 
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Synthetic_500S_34N.png
 
 
Synthetic_500S_66N.csv
Synthetic_500S_66N.csv
 
 
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Synthetic_500S_66N.png
 
 
Synthetic_500S_82N.csv
Synthetic_500S_82N.csv
 
 
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Synthetic_500S_82N.png
 
 
Synthetic_500S_99N.csv
Synthetic_500S_99N.csv
 
 
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Synthetic_500S_99N.png
 
 
Synthetic_600S_99N.csv
Synthetic_600S_99N.csv
 
 
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Synthetic_600S_99N.png
 
 
Synthetic_700S_179N.csv
Synthetic_700S_179N.csv
 
 
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Synthetic_700S_179N.png
 
 
Synthetic_Data_Image.png
Synthetic_Data_Image.png
 
 
Synthetic_Data_Label.csv
Synthetic_Data_Label.csv
 
 
Unsupervised Learning HW2.pdf
Unsupervised Learning HW2.pdf
 
 
assessment.py
assessment.py
 
 
dbscan.py
dbscan.py
 
 
dbscanAssessment.py
dbscanAssessment.py
 
 
generate_polygon.py
generate_polygon.py
 
 
iris.data
iris.data
 
 
iris.data.dbscan.result.csv
iris.data.dbscan.result.csv
 
 
iris.data.result.csv
iris.data.result.csv
 
 
iris.data.result.k_means.csv
iris.data.result.k_means.csv
 
 
iris.names
iris.names
 
 
irisData.Kmeans.sill.result.0.png
irisData.Kmeans.sill.result.0.png
 
 
irisData.Kmeans.sill.result.1.png
irisData.Kmeans.sill.result.1.png
 
 
irisData.Kmeans.sill.result.2.png
irisData.Kmeans.sill.result.2.png
 
 
irisData.Kmeans.sill.result.3.png
irisData.Kmeans.sill.result.3.png
 
 
irisData.Kmeans.sill.result.4.png
irisData.Kmeans.sill.result.4.png
 
 
irisData.dbscan.sill.result.0.png
irisData.dbscan.sill.result.0.png
 
 
irisData.dbscan.sill.result.1.png
irisData.dbscan.sill.result.1.png
 
 
irisData.dbscan.sill.result.2.png
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irisData.dbscan.sill.result.5.png
irisData.dbscan.sill.result.5.png
 
 
irisData.dbscan.sill.result.6.png
irisData.dbscan.sill.result.6.png
 
 
k_meanAssessment.py
k_meanAssessment.py
 
 
opt_center_points.py
opt_center_points.py
 
 
readData.py
readData.py
 
 
synthetic.Kmeans.sill.result.0.png
synthetic.Kmeans.sill.result.0.png
 
 
synthetic.Kmeans.sill.result.1.png
synthetic.Kmeans.sill.result.1.png
 
 
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synthetic.Kmeans.sill.result.5.png
 
 
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synthetic.Kmeans.sill.result.6.png
 
 
synthetic.Kmeans.sill.result.7.png
synthetic.Kmeans.sill.result.7.png
 
 
synthetic.Kmeans.sill.result.8.png
synthetic.Kmeans.sill.result.8.png
 
 
synthetic.dbscan.sill.result.0.png
synthetic.dbscan.sill.result.0.png
 
 
synthetic.dbscan.sill.result.1.png
synthetic.dbscan.sill.result.1.png
 
 
synthetic.dbscan.sill.result.2.png
synthetic.dbscan.sill.result.2.png
 
 
synthetic.dbscan.sill.result.3.png
synthetic.dbscan.sill.result.3.png
 
 
synthetic.dbscan.sill.result.4.png
synthetic.dbscan.sill.result.4.png
 
 
synthetic.dbscan.sill.result.5.png
synthetic.dbscan.sill.result.5.png
 
 
synthetic.dbscan.sill.result.6.png
synthetic.dbscan.sill.result.6.png
 
 
synthetic.dbscan.sill.result.7.png
synthetic.dbscan.sill.result.7.png
 
 
synthetic.dbscan.sill.result.8.png
synthetic.dbscan.sill.result.8.png
 
 
synthetic_data.py
synthetic_data.py
 
 
sysnthetic.data.dbscan.result.csv
sysnthetic.data.dbscan.result.csv
 
 
sysnthetic.data.result.csv
sysnthetic.data.result.csv
 
 
sysnthetic.data.result.k_means.csv
sysnthetic.data.result.k_means.csv
 
 

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UnsupervisedLearning

HW2 - Unsupervised Learning

Please refer the file for information

"Unsupervised Learning HW2.pdf"

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A class project of CSCI 550

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