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This study proposes a general framework for multivariate multi-index drought prediction that is capable of integrating complementary prediction skills from multiple drought indices.
This alternative, yet complementary, prediction capability is a consequence of the methodological differences exhibited by the approaches investigated here.
We next looked for regions with increased activation on reversal trials [i.e., the complementary "prediction error" contrast (Treversal− Treversal − 1)].
The motivation to incorporate two distinctive classifiers was to exploit the complementary prediction powers of distinctive supervised learning algorithms.
Aiming to achieve higher specificity, we therefore investigated the possibility of incorporating two distinctive classifiers with complementary prediction powers.
As mentioned earlier, the motivation to incorporate two distinctive classifiers was to exploit the complementary prediction powers of alternative supervised learning algorithms.
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Two astute observers have recently offered complementary predictions of the imminent demise of the American empire, and its replacement by China.
These two programs were selected as they are widely used and often have complementary predictions [ 45, 46].
To account for the difficulties in predicting a reliable set of chlamydial outer membrane proteins, we developed a semi-automatic procedure comprising 10 different programs using various mathematical approaches and providing overlapping as well as complementary predictions.
The inclusion of multiple ab initio gene-finders gives rise to complementary predictions by providing alternative models that can be used for experimental validation and may lead to the determination of true gene structures.
Because the 4 channel and 4 channel rotated conditions are the most closely matched acoustically but differ in intelligibility, these behavioral results suggest 2 complementary predictions: first, coherence is greater in the 16 channel condition than in the 1 channel condition; secondly, coherence is greater in the 4 channel condition than in the 4 channel rotated condition.
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