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Bins that are too narrow will result in a large, but sparsely populated 3D-SDAR matrix and PLS models unable to generalize (poor predictive performance).
In such situations, many other machine learning methods (decision trees, neural nets, or linear models) can easily over fit, producing models unable to generalize outside the training space.
To date, Lighthouse can distinguish between adults and children in a frame of video, but it's unable to generalize, for example, to find footage of someone cleaning your home.
With models focused on individuals in research that often fails to be reproduced, social science has been unable to generalize theory into a mathematical physics of social reality to advance the science of teams.
Until recently, mainly due to the project-out inverse compositional algorithm [45], AAMs have been widely criticized of being inefficient and unable to generalize well in illumination and facial expression variations.
In addition, only females were included in the present study because of potential effects of sex on the blink reflex [49]; therefore, we are unable to generalize to men.
Similar(41)
Without standard practices and reporting, researchers are unable to effectively generalize the level of PA and are prevented from making comparisons across studies between Hispanics and other ethnic populations or comparisons within groups of Hispanics [ 21].
In contrast to this study, we have previously been unable to detect generalized bone loss in CAIA [ 23].
It's hard to generalize.
Mr. Nehamas is more reluctant to generalize.
CALEB CRAIN: Hard to generalize, of course.
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