Commit 907b2203 authored by Davis McCarthy's avatar Davis McCarthy
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Merge branch 'master' of gitlab.svi.edu.au:biocellgen-public/mig_2019_scrnaseq-workshop

parents c2110f29 3b553c8c
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......@@ -209,7 +209,7 @@ that are very fast, although not the most accurate approaches.
#### Concensus clustering (more robustness, less computational speed)
#### Consensus clustering (more robustness, less computational speed)
##### __Motivation (Two problems of $K$-means)__: \
- __Problem1:__ sensitive to initial partitions \
......@@ -219,7 +219,7 @@ that are very fast, although not the most accurate approaches.
  __Solution:__
  Run $K$-means with a range of $K$'s.
##### __Algorithm of concensus clustering (simpliest version)__:
##### __Algorithm of consensus clustering (simpliest version)__:
```{r, eval = F, highlight = F}
for(k in the range of K){
for(each subsample of the data){
......@@ -252,7 +252,7 @@ Say we partitioned four data points into 2 clusters.
<center>![](figures/concensus1.png){width=60%}</center>
- __Step2:__ Concensus matrix: \
- __Step2:__ Consensus matrix: \
Average of all the partitions
<center>![](figures/concensus2.png){width=30%}</center>
......
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