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Clustering Improvement on Single-cell datasets

2.111Avg Rank (NMI)

Var. of Compression

Updated 4d ago

Evaluation Results

Method	Links
Var. of Compression 2022.04		2.111	3.222
Var. of Compression 2022.04		2.667	3.111
Var. of Compression 2022.04		2.778	2.111
LOF + PCA 2022.04		3.444	4.444
ECOD 2022.04		3.556	3.556
ECOD 2022.04		3.667	3.222
LOF 2022.04		3.889	5.333
Isolation Forest + PCA 2022.04		4.111	3.111
Isolation Forest + PCA 2022.04		4.111	3.222
Isolation Forest + PCA 2022.04		4.111	2.667
LOF + PCA 2022.04		4.222	4.556
ECOD + PCA 2022.04		4.222	4
KNN 2022.04		4.333	3.667
LOF + PCA 2022.04		4.444	5.111
KNN 2022.04		4.556	3.667
LOF 2022.04		4.667	6
KNN 2022.04		4.667	3.111
KNN + PCA 2022.04		4.667	3.889
KNN + PCA 2022.04		4.778	3.556
KNN + PCA 2022.04		4.778	4.333
Isolation Forest 2022.04		4.778	4.778
ECOD 2022.04		4.778	3.222
Isolation Forest 2022.04		5.111	5.111
ECOD + PCA 2022.04		5.111	4.667
LOF 2022.04		5.444	6.333
Isolation Forest 2022.04		5.667	4.778
ECOD + PCA 2022.04		6.333	4.222