%

g

( )

Venn diagram of the predictions using mixtools. The numbers

redicted essential genes were 500, 499 and 498 using three

on statistics. Among them, 420 were agreed to be the essential

three models. The coincidence rate was 73.68% for this case.

(a) (b) (c)

The hierarchical cluster models for each statistic of the first replicate of the

Tularensis species. (a) The insertion statistic model. (b) The site statistic model.

statistic model.

(a) (b)

The Venn diagrams of identified essential genes using a Gamma mixture model

hree transposon statistics for the first replicate of the Francisella Tularensis

The mixR models. (b) The mixtools models.

ne essentiality pattern discovery using multivariate models

han using a univariate approach for gene essentiality pattern

Langridge, et al., 2009; Zomer, et al., 2012; Yang, et al., 2017],