importance measures
JOINT IMPORTANCE MEASURES IN NETWORK SYSTEM
... Importance measure (IM) quantifies the criticality of a particular component within a system ...Thus, measures that can differentiate such an impact are highly ...Composite importance ...
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Component importance measures for complex repairable system
... component importance measures have been ...tance measures can not only find out the importance degree of the exact component, but can be used for analysing importance of a set of ...the ...
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Targeted Estimation of Variable Importance Measures with Interval-Censored Outcomes
... variable importance measures for the effects of age, ethnicity, gender, infecting genotype, and IL28B gene on the interval-censored out- come of spontaneous HCV clearance among injection drug users in the ...
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Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization
... contextual importance measures score the clusters and sentences according to their contextual ...contextual importance measures estimate the importance of information as well as their ...
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Availability Importance Measures for Virtualized System with Live Migration
... Next we compute the effective failure and repair rates for all components based on the aggregation of CTMC model, and the results are shown in Table 10. From this table, it is found that the repair rate of VM are much ...
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Importance measures derived from random forests: characterisation and extension
... feature importance measures seem more accurate for high values of K even if low values of K would be more appropriate when interested in solving the all-relevant ...therefore importance scores are ...
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Comparison of Random Forests and Cforest: Variable Importance Measures and Prediction Accuracies
... Our study shows that except for some extreme situations, with proper choice of tuning parameter values, random forests provides higher prediction accuracies and mo[r] ...
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Hapfelmeier, Alexander (2012): Analysis of missing data with random forests. Dissertation, LMU München: Fakultät für Mathematik, Informatik und Statistik
... variable importance measures that are sensitive to (cor-)relations between ...instance, measures like the permutation accuracy im- portance are well suited to detect relations and interactions among ...
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ANALYZING GUIDANCE INFORMATION USING RANDOM FORESTS FOR THERAPEUTIC IMAGE SEGMENTATION PROCESS
... the importance of different features to the classification ...These importance measures are used to design a smoothness cost for graph cut segmentation by weighing different features like intensity, ...
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Trees, forests, and impurity-based variable importance
... variable importance measures toward population quantities when computed with the original random forest algorithms: all existing results focus on modified ran- dom forests version with, in some cases, ...
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Interpersonal Styles and Labor Market Outcomes
... Evidence that these aspects of youth sociability are correlated with the importance of interpersonal tasks in adult occupations will validate our measures of the importance of caring a[r] ...
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LOCAL LOW CARBON ECONOMY PLANS IN THE CONTEXT OF LOW CARBON RURAL DEVELOPMENT
... 3. Among the weaknesses of the studied plans for low carbon economy, we should mention first of all the exclusion of agriculture and rural areas in the diagnosis of local conditions and base inventory of greenhouse gas ...
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Information Provision Service Improvement Using Information Service Devices Through IPA - With Focus On Users Using Mainly Bus Information Provision Systems - Gyeong-Seok Byun
... In particular, among the aforementioned information provision devices, the most accessible and frequently used is the bus information system (BIS). BIS provides not only bus information but also different other daily ...
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SECURITY MEASURES RELATED WITH DATA PROTECTION. A PRACTICAL APPROACH: THE IMPORTANCE OF THE ORGANIZATIONAL MEASURES
... organizational measures to protect personal data against acci- dental or unlawful destruction or accidental loss, alteration, unauthorized disclosure or access, in particular where the processing involves the ...
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Explaining Material Inequalities in Health: The Importance of Theoretically Based Measures ESRI WP124(?) January 2000
... such measures may illustrate the fine grain of the health inequality gradient, but do not provide a coherent measure of disadvantage that can be linked productively to the general social and economic processes ...
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OUTLIER DETECTION FOR DYNAMIC DATA STREAMS USING WEIGHTED K-MEANS
... The variable weights produced by W-k-means [4] measure the importance of variables in clustering. The small weights assigned to the variables reduce or eliminate the effect of insignificant (or noisy) data. These ...
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Implementation evaluation of the Dutch national heat plan among long term care institutions in Amsterdam: a cross sectional study
... the measures that were ac- tually implemented during the heatwaves that occurred in July 2010, nor did we assess the problems that were encountered in ...cooling measures), and the need to respect the ...
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Language impairment from 4 to 12 years : : prediction and etiology
... outcome measures were in the same ...receptive measures and a global teacher-rating of language ability, which presumably includes a substantial expressive component (Hayiou-Thomas, Dale & Plomin, ...
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The importance of individual heterogeneity in the decomposition of measures of socioeconomic inequality in health: An approach based on quantile regression
... Recall that, before proceeding to compute and decompose inequality measures, we need to assign a particular conditional quantile function to each individual according to expression (14). It is useful then at this ...
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Physical functioning and mindfulness skills training in chronic pain: a systematic review
... The range of studies included in this systematic review was initially limited to those conducted before 2016. Since the original search, there has been no adaptation of performance- based measures used in the ...
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