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The other exemplar (083M02), is dominated by herbs, consisting of agricultural lands in a regularized pattern.
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To overcome the rank deficiency issue we propose using a regularized form of logistic regression [ 19].
The classification results are better than the feature selection method based on Fisher criterion, mutual information, support vector machine, and common spatial pattern or a regularized common spatial pattern [ 7, 8].
The lowest misclassification results (8.3%) are with a regularized DA, at regularization-lambdas of 0.1-0.11 and 0.14-0.18.
We provide a M-estimator to estimate principal component subspaces which takes the form of a regularized eigenvalue problem.
For model calibration, we adopt a regularized least-squares formulation, involving (i) data mismatch, (ii) pattern connectivity, and (iii) feasibility constraint terms.
Through an indirect patterning technique, we generated PAA gels with fluorescent 1 μm dot markers in a regularized array.
A regularized combination minimax estimation is developed.
A regularized algorithm was used to estimate the PFLRM parameters.
In many institutionalized religions there is a regularized process by which saints are officially recognized.
Both sides feel it can no longer be treated in a regularized manner".
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