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The models were ranked according to their performance on each accuracy metric.
These models were ranked, relative to the best model, based on the change in the Akaike Information Criterion (delta AIC).
We present the results for all evaluation metrics detailed in Section 4.4 and the models were ranked according to their performance on each accuracy metric.
Models were ranked based on their score from Equation.
Models were ranked and compared using Akaike's Information Criterion corrected for small sample sizes (AICc) [41].
Resultant models were ranked altogether using the AICc and the Akaike weight of each model (ωm) [33], estimated following Burnham and Anderson [34].
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Superior models are ranked higher, and higher ranking models have an increasingly large probability of selection using a negative exponential distribution.
Both the hybrid and conventionally powered Fusion models are ranked best in fuel economy in their respective segments, according to federal statistics.
Models are ranked based on the overall performance index (OPI).
Additionally, the models are ranked according to the RMSE statistics from lowest to highest to simplify the evaluation.
The base SVR models are ranked based on the values of E a to form an ensemble SVR model which is henceforth referred to as Ensemble_SVR_APRE.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com