Sentence examples for based on maximum information from inspiring English sources

Splitting of internal nodes is based on maximum information gain using GINI index.

However, they either assume that inputs are linearly correlated or are based on maximum information transfer and thus require known outputs, which unfortunately are not directly available in hybrid models.

The first scheme is based on maximum entropy approach, an accepted information theoretic criterion for model selection.

Parameter coding for girls = 0, boys = 1; 12–16 years = 0, 17 21 years = 1; voluntary = 0, involuntary = 1 bObserved prevalence was calculated based on complete case information of N = 323 399 participants cEstimation by multiple imputation (MI) for N = 541 was based on maximum available information for each participant and 141 non-participants.

First, evaluating embryos should be individualistic based on maximum available information about that particular embryo.

Based on maximum likelihood values and the Akaike information criterion (AIC) [ 29], the TN93+G+I model was selected as the most likely model (ln⁡ L = −118970.445, AIC = 238464.763 for Align_Set_1, and ln⁡ L = −110086.677, AIC = 220253.367 for Align_Set_2) for a nucleotide based ML tree using 10,000 ML-bootstrap replicates.

Based on maximum likelihood values and the Bayesian information criterion (BIC), the GTR+G+I model was selected as the most likely model (ln⁡ L = −118104.860, BIC = 236638.513 for Align_Set_1 and ln⁡ L = −109301.198, BIC = 218688.396 for Align_Set_2) for the Bayesian inference (BI) method.

Details on the method of parameter estimation, based on maximum likelihood estimation via a genetic algorithm, can be found in Alonso et al. (in review) and in Supporting Information S2.

and were based on maximum likelihood estimation.

Sampling was purposive and based on maximum variation.

After that, it performs clustering based on maximum weight cliques.