Sentence examples for most informative variables from inspiring English sources

In our model the ligands were described quantitatively in the GRID program, and the model was optimized by selecting only the most informative variables in the GOLPE program.

Use of backwards elimination selected CGI methylation of SFRP1, SFRP2, MYOD and MINT31 as the most informative variables.

For LVI, the model identified seven CpGs from three genes as the most informative variables: CDH1 (sites 1, 2 and 4), CDH13 (sites 2 and 5) and methylated-in-tumour 3, MINT3 (sites 6 and 9) (Table  2).

Multinomial logistic regression models based on the CGI methylation profiles from normal mucosa correctly identified 78.9% of cancer patients and 87.9% of non-cancer (neoplasia-free+polyp) patients (P=4.93 × 10−7) using APC, HPP1, p16, SFRP4, WIF1 and ESR1 methylation as the most informative variables.

Using a backward step-down selection process to select the most informative variables (age, T stage, N stage, tumour grade, age and tumour location) and multivariable Cox regression coefficient analysis, we were able to design a predictive nomogram (Harrell et al, 1996).

Income was the most informative variable; but the model including age and information on income still reached only an AU-ROC = 0.60.

δN was the most informative variable and could distinguish unfed, chicken-fed and human-fed mosquitoes.

The most informative variable in this respect is the source of replacement animals.

Gleason score was the most informative variable (χ trend)=164), but the extent of disease appeared a stronger variable than baseline PSA (χ trend)=116 and 87, respectively).

However, in both studies the ∆IGF-ISDS was found in multivariate analyses to be the most informative variable explaining growth response.

In case of colinearity (P > 0.6), the most informative variable was selected for inclusion in the model, based on clinical arguments and Akaike information criterion [ 31].