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Fitting ensemble misclassification rates to a binomial distribution to assess confidence is intuitively appealing but flounders in practice because predictions by the component submodels are not independent.
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Finally, the age model and corresponding 95%-confidence limits are calculated by a Monte-Carlo simulation fitting ensembles of straight lines to sub-sets of the age data.
Couric's playful suits were replaced with strands of pearls and elegant fitted ensembles in the strictest black and white and gray, conveying the message that our little girl had grown up.
Random Forests (RF) [ 23] is a classification and regression algorithm based on fitting an ensemble of trees.
This may suggest a rationale and guidelines for designing inhibitors that can better fit the ensemble of binding sites that are dynamically accessible to the protease.
The black points represent the original Landsat EVI values and the blue line the fitted RBF ensemble values within 8-day temporal bins.
Whether you rock the reinvented look dressed up or dressed down, there's a loafer heel to fit any ensemble this fall.
The final phase frames Driver Fusion Prediction as a binary classification task and fits an ensemble of decision tress via the gradient boosting algorithm.
To quantify the changes in the statistical properties of the AMs in each ensemble across carrier frequency, we fit the ensemble-averaged amplitude distributions and power spectra with parametric functions.
No longer a clunky, ill-fitting ensemble of literary legends, the characters in Penny Dreadful fit together brilliantly under Logan's banner of long-suffering rogues.
Photoreceptor function were evaluated by ensemble fitting the Hood and Birch model[18]of the activation of phototransduction to the leading edge of the ERG a-waves elicited by bright, xenon arc flashes which saturated the rod photocurrent.
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