In each fold, we use one subset of the topics for training, and the remaining subset for testing.
The remaining subset is then used to test both the annotation and text-based retrieval performance for unlabeled environmental sounds.
The remaining subset of images are subjected to non-local means denoising, then feature-matched against the first reference LR image.
Having obtained the initial solution, the remaining subset of the data can be trained batch-by-batch without keeping the previously trained set to minimize computational time and complexity.
The remaining subset of images are subjected to non-local means denoising and then image warping such that the LR images correspond to the same planar surface in respect of the reference LR image.
The set H t is reduced by rejecting pairings which do not satisfy Equation 7. In the remaining subset H t ⊂ H t, only blob pairings s k,t close to the respective epipolar lines are considered.
Firstly, it uses the rough set theory to process selection and then uses the improved genetic algorithm based on clustering to find the optimal subset in the remaining subset.
Each run of the 3-fold cross-validation algorithm consisted of a classifier designed on two data subsets (training) while testing was performed on the remaining subset; this is repeated three times.
The 6 most stable monomers in water, within a relative free-energy window of 0.71 kcal mol−1 and clearly separated in energy from the remaining subset of 16 conformers, as well as the 3 most stable dimers were then used to compute the Boltzmann populations averaged UV-Vis and NMR spectra of LEV.
After completion of the orofacial formalin test, a subset of 7 rats per experimental group served for the evaluation of gene expression by means of RT- PCR, while the remaining subset of 6 animals per experimental group underwent evaluation of protein expression by means of immunohistochemistry.
To formulate a combinational track-follow problem for the snake robot, which we define as a trajectory tracking formulation for a subset of the state variables, together with a path following formulation for the remaining subset, we introduce the error variable for the i th joint of the robot as y i = q i − Φ i (35).
