2017-08-20 57 views
0

當STM模型收斂時,R相對頻繁地崩潰。在30小時以上的評估會議後,參見下面的圖例。這發生在兩臺不同的計算機上,具有不同的數據大小。我一直無法確定導致這些崩潰的任何特定模式 - 因爲崩潰似乎不是確定性的。當STM模型收斂時,R崩潰

模型估計的設置是

# full 
Year <- year(df$date) # year data from the environment 

stmFit.full <- stm(out$documents, out$vocab, K = 0, prevalence =~ s(Year) , 
        max.em.its = 150, init.type = "Spectral", seed = 300, verbose = T) 

任何想法如何解決這個問題?

其他信息: 一)

> #systeminfo 
> > library(stm) stm v1.2.2 (2017-03-28) successfully loaded. See ?stm for help. 
> > sessionInfo() R version 3.4.1 (2017-06-30) Platform: x86_64-w64-mingw32/x64 (64-bit) Running under: Windows >= 8 x64 (build 
> 9200) 
> 
> Matrix products: default 
> 
> locale: [1] LC_COLLATE=Swedish_Sweden.1252 
> LC_CTYPE=Swedish_Sweden.1252 LC_MONETARY=Swedish_Sweden.1252 
> LC_NUMERIC=C     LC_TIME=Swedish_Sweden.1252  
> 
> attached base packages: [1] stats  graphics grDevices utils  
> datasets methods base  
> 
> other attached packages: [1] stm_1.2.2 
> 
> loaded via a namespace (and not attached): [1] compiler_3.4.1 
> Matrix_1.2-10  tools_3.4.1  Rcpp_0.12.12  grid_3.4.1  
> data.table_1.10.4 lattice_0.20-35 
> > 

B) 我也曾在github上提交的網站發展報告:https://github.com/bstewart/stm/issues/89

C) 崩潰的圖片:

enter image description here

回答