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The number of hidden layers should be at least 2 or 3 in order for DNN to achieve strong performance.
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"Despite turbulent markets, Morgan Stanley achieved strong performance across many of our businesses this quarter," Mr. Mack said in a statement.
As Lowcock says: "We do not believe investors should rush to a decision – in our view Woodford is an exceptional manager and will continue to work hard at achieving strong performance for investors until he departs".
That also means that water startups have achieved strong performance by navigating a historically unsupportive regulatory environment.
Experiments demonstrate that our approach achieves strong performance on par or better than state-of-the-art algorithms on three public hand pose datasets.
These results demonstrate that deep neural nets, when tuned accordingly, are capable of achieving strong performance for modeling bioactivity data for small molecules and outperform popular machine learning methods when combined with simple circular fingerprints as molecular descriptors.
Consistent with these patterns, classifying the other (i.e., non-heart) enhancer regions against the genomic background using the diverse set of non-heart histone marks achieved strong performance (ROC AUC of 0.91) and was better than using heart histone marks alone for this task (ROC AUC of 0.83).
ECG feature extraction consists of determining a set of discriminant features to represent ECG data to achieve strong classification performance.
We show that several features of Libre software also allow it to improve faster than proprietary software, and therefore to achieve strong market performance when competing against existing standards, even when proprietary software producers react.
In the present work we examine how mechanical nonlinearity can be appropriately utilized to achieve strong robustness of performance in an energy harvesting setting.
We show that feed-forward deep neural networks are capable of achieving strong classification performance and outperform shallow methods across diverse activity classes when optimized.
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