However, all one-dependence classifiers in AODE have same weights and are treated equally. According to our observation, different one-dependence classifiers should have different weights. Therefore, in this article, we proposed an improved model called weighted average of one-dependence estimators (WA...
Highest strengths of interactions were confined to the seizure onset zone (SOZ; f–f) and they tended to decrease with an increasing distance to the SOZ. R and γ rated the average strength of interactions within the neighborhood (n–n) and within remote brain regions (o–o) differently. ...
The error terms of spatial regression are usually not independent and, like in time series analysis, their covariance is assumed to follow some spatial models, such as the simultaneous autoregressive (SAR) and moving average (MA) models [12, 30, 34]. However, the first-order stationarity is ...
A widely used approach is to only consider the ordinary least-squares estimated differential expression, often referred to as the log fold-change, here abbreviated as FC, or as the average M-value. In the present paper, the ranking of the genes imposed by this method will be included in co...
(\left\langle k \right\rangle\) = n–1 and most of other metrics, such as average path length, network diameter, graph density, and clustering coefficient are equal to one), we filter the setEof the ESG connections, aiming to generate more complex topologies of electrostatic graphs. ...
Herein, one is attempting to estimate the average joint effect of the treatments. Thus, IPTW estimation is attempting to mimic a situation in which each concurrent treatment is randomized individually. This requires that one construct a model of the probability that a patient would receive any ...
theestimationofdefiniteintegralsofconditionalexpectations.Supposeθ=Zx∈XE(w|x)dx(2)forsomerandomvariablew,whereX⊂supp(x).Thenθcanberewrittenasθ=E[y/f(x)]withy=wI(x∈X),andwhereIistheindicatorfunctionthatequalsoneifitsargumentistrueandzerootherwise.Anumberofexistingsemiparametricestimators...
However, all one-dependence estimators in AODE have the same weights and are treated equally. In this study, we propose a new paradigm based on a simple, efficient, and effective attribute value weighting approach, called attribute value weighted average of one-dependence estimators (AVWAODE). ...
_hjSessionUser_#Collects statistics on the visitor's visits to the website, such as the number of visits, average time spent on the website and what pages have been read. Maximum Storage Duration: 1 yearType: HTTP Cookie _hjTLDTestRegisters statistical data on users' behaviour on the web...
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