From: A multivariate Poisson-log normal mixture model for clustering transcriptome sequencing data
Method | BIC | ICL | AIC | AIC3 | Djump | DDSE | BIC | ICL | AIC | AIC3 | Djump | DDSE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
 | T1:G=1,…,11 | T2:G=1,…,20 | ||||||||||
mixtures of MPLN | 4 | 4 | 5 | 4 | 2 | 2 | - | - | - | - | - | - |
HTSCluster | 11 | 11 | 11 | 11 | 8 | 8 | 20 | 20 | 20 | 20 | 11 | 11 |
Poisson.glm.mix, m = 1 | 11 | 11 | 11 | 11 | 2 | 7 | 20 | 20 | 20 | 20 | 9 | 9 |
Poisson.glm.mix, m = 2 | 11 | 11 | 11 | 11 | 8 | 8 | 20 | 20 | 20 | 20 | 8 | 8 |
Poisson.glm.mix, m = 3 | 11 | 11 | 11 | 11 | 8 | 8 | 20 | 20 | 20 | 20 | 12 | 10 |
MBCluster.Seq, Poisson | 11 | 11 | 11 | 11 | - | - | 14 | 14 | 20 | 16 | 8 | 15 |
MBCluster.Seq, NB | 2 | 2 | 2 | 2 | - | - | 2 | 2 | 2 | 2 | 7 | 14 |
 | T3:G=1,…,30 | T4:G=1,…,40 | ||||||||||
HTSCluster | 30 | 30 | 30 | 30 | 16 | 16 | 40 | 40 | 40 | 40 | 22 | 22 |
Poisson.glm.mix, m = 1 | 30 | 30 | 30 | 30 | 10 | 10 | 40 | 40 | 40 | 40 | 29 | 29 |
Poisson.glm.mix, m = 2 | 30 | 30 | 30 | 30 | 19 | 20 | 40 | 40 | 40 | 40 | 18 | 18 |
Poisson.glm.mix, m = 3 | 30 | 30 | 30 | 30 | 13 | 13 | 40 | 40 | 40 | 40 | 24 | 24 |
MBCluster.Seq, NB | 2 | 2 | 2 | 2 | 7 | 19 | 2 | 2 | 2 | 2 | 22 | 22 |
 | T5:G=1,…,50 | T6:G=1,…,100 | ||||||||||
HTSCluster | 50 | 50 | 50 | 50 | 22 | 22 | 100 | 100 | 100 | 100 | 41 | 76 |
Poisson.glm.mix, m = 1 | 50 | 50 | 50 | 50 | 30 | 30 | 100 | 100 | 100 | 100 | 24 | 34 |
Poisson.glm.mix, m = 2 | 50 | 50 | 50 | 50 | 29 | 29 | 100 | 100 | 100 | 100 | 40 | 40 |
Poisson.glm.mix, m = 3 | 50 | 50 | 50 | 50 | 17 | 17 | 100 | 100 | 100 | 100 | 45 | 45 |
MBCluster.Seq, NB | 2 | 2 | 2 | 2 | 22 | 30 | 2 | 2 | 2 | 2 | 42 | 47 |