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The results indicate that the feature-learning system, based on convolutional neural networks, significantly outperforms the classical feature-engineering based approach which uses manually engineered features and a random forest classifier.
Is unsupervised feature learning preferable to human engineered features?
It does not require any engineered features that are typically necessary in traditional non-deep-learning-based methods.
For example, as part of the preprocessing step we assume some engineered features that are augmented to provide better information.
Interphase engineered features for size scales below the microscale were smoothed over or subsumed during fracture.
These approaches require carefully engineered features which tend to be specific to building types.
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Striking fear became a soberly engineered feature of the plan.
The South Florida landscape is highly engineered featuring ∼3380 km of canals, ∼1225 water control structures, >70 pumping stations, managed wetlands, densely populated coastal watersheds, and impacted estuaries.
However, compared to a SONOS device with a standard "thick" tunnel oxide of 6 nm close to the EOT of the layered tunnel ONO barrier, it appears that BE-SONOS memories suffer from charge loss toward the channel and therefore we believe that the band gap engineered feature of the ONO barrier requires alternative materials.
The HQ was thoroughly re-engineered, featuring a perimeter frame and semi-monocoque (unibody) construction.
While the alternative to Yucca, near here, is not really Central Park, the federal emphasis on engineered safety features represents a revolution in thinking.
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