Predictions of random forests (RF), gradient boosting machines (GBM), and neural networks (NN) trained on 12 covariates chosen using subjective feature selection. by Dennis Ochola (11626912)

Predictions of random forests (RF), gradient boosting machines (GBM), and neural networks (NN) trained on 17 covariates selected after recursive feature selection. by Dennis Ochola (11626912)

Variable importance plot (mean decrease accuracy and mean decrease Gini). by Fernando Martinez-Taboada (8655132)

Global Land Use Change Impacts on Soil Nitrogen Availability and Environmental Losses by Jing Wang (6206297)

“…By compiling a global data set of 1,782 paired observations from 185 publications, we show that land use conversion from natural to managed ecosystems significantly reduced NNM by 7.5% (−11.5, −2.8%) and increased NN by 150% (86, 194%), indicating decreasing N availability while increasing potential N loss through denitrification and nitrate leaching. …”

Top 10 important features with mean decrease in Gini index (A) and distribution of minimal depth (B). by Hyun Kyung Lim (9547300)

Comparison of mean differences in temperature decreases. by Hans-Jörg Gillmann (8460585)

Temporal profiles of the key BO-NN features. by Julia Berezutskaya (9080269)

“…<p><b>(a)</b> Autocorrelation profiles of 53 key BO-NN features. Per feature, a black line shows the time point where the autocorrelation drops below .5. …”

Random forest analysis showing discriminating biomarkers of diet-challenge in their decreasing orders of mean decrease accuracies (MDA). by Biswapriya B. Misra (563793)

Mean squared error of estimates decreases with larger datasets. by Alexander Eugene Zarebski (12078347)

“…<p>The mean squared error in the estimates of under the posterior distribution decreases as the size of the dataset increases. …”

Decrease of the mean number of natural teeth and POPs with age. by Sul-Hee Kim (11873853)

TMEM182 decreases OSCC cell motility. by En-Wei Hsing (154990)

Mean decrease in accuracy (MDA) of top 15 urine metabolites. by Liam E. Broughton-Neiswanger (8447220)

Experimental features ranked with respect to their mean decrease in the Gini index. by Rajib Mukherjee (532424)

The Mean Decreasing Gini OTU importance plot for the fecal samples. by Zaid Abdo (175649)

The decrease in embryonic survival after stress coincides with a decrease in oocyte and embryo size. by Sarah Fausett (11812818)

Inhibition of the mitochondrial fission decreases mtROS production. by Dong Ma (584680)

Mean volume and mean apical surface of chick neuroepithelial cells decreases between 2 and 3 days of development. by Marina A. Ferreira (8174169)

Does Mean Platelet Volume Decrease in the presence of Coronary Artery Fistula? by Isa Sincer (7234577)

“…Compared to the control group, median (IQR) High-density lipoprotein cholesterol (HDL) levels were significantly higher (p=0.04) and MPV levels were significantly lower in the CAF group (8.84 ± 1.71fL vs. 10.43 ± 1.34, p < 0.001). In the multivariate analysis, only MPV was a significant predictor of CAF (p < 0.001, 95% CI for OR: 0.438 (0.306-0.629). …”

Root Mean Square Error (RMSE) decreases with number of structures used. by Samuel Coulbourn Flores (11636717)

Fig 5 - by Dennis Ochola (11626912)