Benchmark with 1 and 8 processors - complex data
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 4 2 -18659.68 -18659.68 37623.06 37502.32 37396.37 0.922
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 465.075 0
## n_profile model LL AIC BIC SABIC CAIC Entropy
## 1 5 2 -18474.83 -18474.83 37301.33 37161.52 37039.03 0.901
## VLMR_val VLMR_p LMR_val LMR_p
## 1 NA NA 298.709 0
## n_profiles model_2 V3
## 1 3 NA 38049.88
## 2 4 NA 37623.06
## 3 5 NA 37301.33
## Unit: seconds
## expr
## compare_solutions_mplus(df, dm_cog_eng, dm_beh_eng, dm_aff_eng, dm_challenge, dm_competence, starts = c(600, 120), model = c(2), n_profiles_min = 3, n_profiles_max = 5, n_processors = 8)
## compare_solutions_mplus(df, dm_cog_eng, dm_beh_eng, dm_aff_eng, dm_challenge, dm_competence, starts = c(600, 120), model = c(2), n_profiles_min = 3, n_profiles_max = 5, n_processors = 1)
## min lq mean median uq max neval cld
## 136.9161 139.4207 142.9043 141.9253 145.8984 149.8715 3 a
## 241.0798 241.3429 242.7772 241.6059 243.6259 245.6459 3 b