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These predictors were combined using a random forest classifier, which is well suited for this category of features [13], as well as the kernel discriminant analysis using spectral regression.
Several machine learning predictors were combined in the final solution with the objective of anticipating the suitability of Netflix content for some user considering previous behavior in the platform.
The REGS predictors were combined by the geometric mean of the resistance indices.
The relative risks for predictors were combined with baseline melanoma incidence rates and non-melanoma mortality rates to calculate individual probabilities of developing melanoma within 5 years.
In this work, the six predictors were combined into a prediction system called metaDBSite with the assistance of the Support Vector Machine (SVM).
Individual independent binary predictors were combined to provide a multivariable composite that may be of most clinical value in patient selection and counseling.
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To model and predict day-ahead, intra-day, and real-time prices, the Holt Winter (HW) and the Generalized Autoregressive Conditional Heteroscedastic (GARCH) predictors are combined using a proposed Markov switch.
Here, instead of a step-wise filtering, the scores of the different predictors are combined into one final score.
In other approaches, the output of two or more gene predictors is combined for improved performance (e.g., [ 5, 6]) which can increase exon recognition to as much as 85% [ 3, 4, 7].
At each measurement time, confidence intervals from the sensors and the predictor are combined with union and intersection operations so as to satisfy the specified integrity level.
A stronger and more quantitative evidence of a meaningful relationship between gene expression and a TF/HM ChIP-seq signal at TSSs would be the additional predictive power that ensues when an individual TF/HM predictor is combined with our core predictors.
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