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As such, the predictive model generalizes poorly, or put another way, is not discriminative.
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Such a classifier is said to be overfitted to the training data; it generalizes poorly.
The model generalizes the most popular model MEC and the recent model MFC.
However, they stop short at examining the impact of decreasing video frame rate; their scheme may generalize poorly in such cases since it models the consecutive changes in video.
However, they generalize poorly at locations far from their training inputs, making those predictions have high variance (low precision).
Observational data on mean annual ground temperature (MAGT) and active layer thickness (ALT), together with geospatial data, were used to calibrate statistical models using generalized linear models (GLM), generalized additive models (GAM), random forest (RF) and generalized boosted models (GBM).
Five-fold cross validation is used to assess how well each model will generalize to an independent data set.
The hopper in this model is poorly designed.
However, overall the model predicted bailout poorly (c-index = 0.64).
The other models performed poorly (AUC < 0.70).
LMM Linear mixed model, GLMM Generalized linear mixed model, GEE Generalized estimating equations, SE Standard error, CS Compound Symmetry, AIC Akaike information criterion.
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CEO of Professional Science Editing for Scientists @ prosciediting.com