Sentence examples for data sampling algorithm from inspiring English sources

Assessing the generalization accuracy of a learner with optimized model hyper-parameters with the double loop data sampling algorithm.

We propose efficient data sampling algorithms and methods for early pruning of hypotheses to speed up model selection.

These advantages have led to considerable interest in FDML sources, with recent reports on ultra-high speed OCT imaging [ 9– 12], OCT data sampling algorithms [ 13], high output power sources [ 14] among others.

The author proposes data sampling compensation algorithm in order to use computational methods to make up the lost data on acquisition points, keeping data integrity when system draws temperature curves in real time, and at the same time, adding this data into database to preserve the integrity of experiment data.

The automated MDC design model is based on what-if query cost modeling, data sampling, and a search algorithm for evaluating a large constellation of possible combinations.

Slatkin (2008) presented a Bayesian method for jointly inferring selection intensity and allele age of the mutant using linkage disequilibria of multiple marker loci and generated the probability of data with an importance sampling algorithm.

For each data sample, the imaging algorithm usually tries to improve the image quality by performing more costly computations.

The definition of training data was realised on Kennard-Stone sampling algorithm and we selected 103 samples for model calibration and 100 samples for model validation.

In order to eliminate dirty data completely, we design row-labeled sampling algorithm (RLSA).

Rarefaction curves based on ARDRA data were performed using the independent sampling algorithm, implemented in the EcoSim program (Gotelli and Entsminger 2003).

The methods combine detailed car-sharing reservation data, sampling techniques and a discrete simulation-based optimization algorithm.