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)

Subjects:

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)

Subjects:

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

“…The variables are presented from descending importance. The mean decrease in Gini coefficient is a measure of how each variable contributes to the homogeneity of the nodes and leaves in the resulting random forest. …”

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. …”

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. …”

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

“…Acetaminophen was associated with a steeper and more prolonged temperature decrease than dipyrone.…”

Damsin (D) and ambrosin (A) treatment decreases the CSC population. by Wendy Soria Sotillo (4408105)

Mean change in incidence and diagnoses if testing rates decrease. by Richard T. Gray (282417)

“…<p>Change in incidence (A) and diagnoses (B) if testing rates decrease by 30% and 50% relative to the current testing rate.…”

Fli-1 directly activates miR-17-92 promoter and contributes to miR-17 and miR-20a expression in NN10#5 cells. by Samer Kayali (133888)

“…<p>A: NN10#5 cells have been cultured for two days in absence or presence of Dox used to induce Fli-1 knock-down before analysis. …”

The ratio of standard deviation to mean dose (SD/mean) decreases with neuronal dose. by Murat Alp (781371)

Fig 5 - by Dennis Ochola (11626912)

Subjects:

Expression of ApoB-50 decreased lipid accumulation and inhibited HCV production. by Bei Wang (116772)

Mean and standard deviation values for the Impulse during the first 50 ms of stance (Imp50) during running shod (SH) and barefoot (BF), in both PRE and POST training, where (<sup>a... by Ana Paula da Silva Azevedo (3373688)

SDG decreases iron-induced oxidative stress in H9c2 cells. by Stephanie Puukila (568109)

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

“…<div><p>Abstract Background: Coronary artery fistula (CAF) is an abnormal connection that links a coronary artery to a cardiac chamber or another major blood vessel. …”

Inhibition of G9a decreases the tumorigenicity of neuroblastoma cells. by Xiao-Xue Ke (626989)

Pretreatment with SDG prevents iron induced decrease in H9c2 cell size. by Stephanie Puukila (568109)

Revisiting the sealed heating method–heating cells in a low volume decreases nuclear Chk1. by Andrew J. Massey (239469)

Identification of Gut Microbiota Biomarker Genera Distinguishing Wild and Captive Animals (A) Top 50 discriminative genera selected by random forest classifier, ranked by mean decrease accuracy. by Lin Xu (94491)

Cell adhesion to fibronectin is decreased with 50 µM 4N1K treatment. by Pascal Leclair (566971)