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Exact(6)
This method requires many simulations in different conditions for training and even retraining in new case.
Therefore, this method requires many frequency samples to avoid abrupt changes in adjacent eigenvectors.
In addition, the weight adjustment method requires many time slots to adjust the weights and schedule real time users.
Even if the speech correlation matrix is of full rank, the STP method requires many microphones to effectively reduce the residual noise.
Roquain's method requires many regulatory conditions that are hard to achieve in real situations.
The likelihood ratio test (LRT) used in the triplet method requires many loci to achieve statistical power, because the historical signature of gene flow is recorded as variable gene tree divergence times, and differences in divergence times might be subtle if speciation was recent or if gene flow only occurred for a short time interval following speciation.
Similar(54)
However, the method required many reference frame transformations and increased the computational burden.
In general, the Bayesian and random search approach were optimized very quickly (in less than 20 iterations), whereas the grid search method required many more iterations before the SVM reached optimal performance: 57 iterations (the lowest number) were required for EstateFP, and 138 (the highest number) for MACCSFP).
Two relevant points arise from a comparison of Bayesian optimization with the grid search method (which sometimes outperformed Bayesian optimization): obtaining optimal accuracy with the grid search method required many more calculations, and even when grid search yielded higher accuracy values than Bayesian optimization, the difference between the two was approximately 1 2%.
For all three, the new method required many fewer diffraction images to determine the structure, and in one case revealed more details about the structure than the existing methods.
The first line of defense against the fungus is to breed resistant varieties of plants, but traditional methods require many years and massive field trials.
Related(20)
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