DuoClustering2018
ari_df()
Help function for computing ARI
clustering_summary_filteredExpr10_Koh_v1()
Clustering summaries
clustering_summary_filteredExpr10_Koh_v2()
duo_clustering_all_parameter_settings_v1()
Hyperparameter values
duo_clustering_all_parameter_settings_v2()
plot_entropy()
Plot entropy of cluster assignments
plot_k_diff()
Plot differences between optimal, estimated and true number of clusters
plot_performance()
Plot performance of clustering methods
plot_stability()
Plot stability of methods
plot_timing()
Plot timing of methods
sce_full_Koh() sce_filteredExpr10_Koh() sce_filteredHVG10_Koh() sce_filteredM3Drop10_Koh() sce_full_KohTCC() sce_filteredExpr10_KohTCC() sce_filteredHVG10_KohTCC() sce_filteredM3Drop10_KohTCC()
sce_full_Koh()
sce_filteredExpr10_Koh()
sce_filteredHVG10_Koh()
sce_filteredM3Drop10_Koh()
sce_full_KohTCC()
sce_filteredExpr10_KohTCC()
sce_filteredHVG10_KohTCC()
sce_filteredM3Drop10_KohTCC()
Koh data sets
sce_full_Kumar() sce_filteredExpr10_Kumar() sce_filteredHVG10_Kumar() sce_filteredM3Drop10_Kumar() sce_full_KumarTCC() sce_filteredExpr10_KumarTCC() sce_filteredHVG10_KumarTCC() sce_filteredM3Drop10_KumarTCC()
sce_full_Kumar()
sce_filteredExpr10_Kumar()
sce_filteredHVG10_Kumar()
sce_filteredM3Drop10_Kumar()
sce_full_KumarTCC()
sce_filteredExpr10_KumarTCC()
sce_filteredHVG10_KumarTCC()
sce_filteredM3Drop10_KumarTCC()
Kumar data sets
sce_full_SimKumar4easy() sce_filteredExpr10_SimKumar4easy() sce_filteredHVG10_SimKumar4easy() sce_filteredM3Drop10_SimKumar4easy() sce_full_SimKumar4hard() sce_filteredExpr10_SimKumar4hard() sce_filteredHVG10_SimKumar4hard() sce_filteredM3Drop10_SimKumar4hard() sce_full_SimKumar8hard() sce_filteredExpr10_SimKumar8hard() sce_filteredHVG10_SimKumar8hard() sce_filteredM3Drop10_SimKumar8hard()
sce_full_SimKumar4easy()
sce_filteredExpr10_SimKumar4easy()
sce_filteredHVG10_SimKumar4easy()
sce_filteredM3Drop10_SimKumar4easy()
sce_full_SimKumar4hard()
sce_filteredExpr10_SimKumar4hard()
sce_filteredHVG10_SimKumar4hard()
sce_filteredM3Drop10_SimKumar4hard()
sce_full_SimKumar8hard()
sce_filteredExpr10_SimKumar8hard()
sce_filteredHVG10_SimKumar8hard()
sce_filteredM3Drop10_SimKumar8hard()
SimKumar data sets
sce_full_Trapnell() sce_filteredExpr10_Trapnell() sce_filteredHVG10_Trapnell() sce_filteredM3Drop10_Trapnell() sce_full_TrapnellTCC() sce_filteredExpr10_TrapnellTCC() sce_filteredHVG10_TrapnellTCC() sce_filteredM3Drop10_TrapnellTCC()
sce_full_Trapnell()
sce_filteredExpr10_Trapnell()
sce_filteredHVG10_Trapnell()
sce_filteredM3Drop10_Trapnell()
sce_full_TrapnellTCC()
sce_filteredExpr10_TrapnellTCC()
sce_filteredHVG10_TrapnellTCC()
sce_filteredM3Drop10_TrapnellTCC()
Trapnell data sets
sce_full_Zhengmix4eq() sce_filteredExpr10_Zhengmix4eq() sce_filteredHVG10_Zhengmix4eq() sce_filteredM3Drop10_Zhengmix4eq() sce_full_Zhengmix4uneq() sce_filteredExpr10_Zhengmix4uneq() sce_filteredHVG10_Zhengmix4uneq() sce_filteredM3Drop10_Zhengmix4uneq() sce_full_Zhengmix8eq() sce_filteredExpr10_Zhengmix8eq() sce_filteredHVG10_Zhengmix8eq() sce_filteredM3Drop10_Zhengmix8eq()
sce_full_Zhengmix4eq()
sce_filteredExpr10_Zhengmix4eq()
sce_filteredHVG10_Zhengmix4eq()
sce_filteredM3Drop10_Zhengmix4eq()
sce_full_Zhengmix4uneq()
sce_filteredExpr10_Zhengmix4uneq()
sce_filteredHVG10_Zhengmix4uneq()
sce_filteredM3Drop10_Zhengmix4uneq()
sce_full_Zhengmix8eq()
sce_filteredExpr10_Zhengmix8eq()
sce_filteredHVG10_Zhengmix8eq()
sce_filteredM3Drop10_Zhengmix8eq()
Zheng data sets
shannon_entropy()
Calculate Shannon entropy