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Figure 2 shows the receiver operating characteristics plot for all the QSAR tools and the Bayes ensemble model.
The household survey questionnaire was conducted to gather data about demographic and socioeconomic characteristics of sample households, institutional services, biophysical characteristics, plot level characteristics, and various sustainable land management (SLM) practices conducted by farmers of the study area.
The first hypothesis we test is that MTM adoption is conditioned by the characteristics of the smallholder farm, particularly its demographic characteristics, plot characteristics and market and credit access.
The ROC curves are significant for evaluating the predictive accuracy of a chosen model particularly in dichotomous statistical modeling such as logistic regression (Gorsevski et al. 2006), and the area under the curve obtained from the ROC (receiver operating characteristics) plot is the most preferred and applicable type of statistical assessment (Akgun et al. 2012).
*Area under the curve of the receiver-operating characteristics plot.
Fitness of the models was assessed using AUC of a receiver-operating characteristics plot [ 86, 87].
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Other factors found to influence the adoption of the two technologies were farmer characteristics, plot-level factors and market imperfections such as limited access to credit and input markets, and production risks.
(b) Amplitude frequency characteristics plotted in linear scale.
As far as plot-level characteristics, plots located in weynadega and dega adopts manure and improved seed more likely compared with plots in kola agroecology.
However, the forward current characteristics plotted with a representation in ln(I) = ln(V) in Figure 5 can be divided into three regions.
As performance metric, ROC (Receiver operating characteristics) plots are commonly used for evaluating classification performance, in which TPR (true positives rate) on the Y-axis is plotted as a function of FPR (false positives rate) on the X-axis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com