An Adaptive Particle Filter (APF), based on a new sampling technique, is proposed.
In fact, their method was based on a new SVM variant to select only source samples that were good for the classification in the target scene.
This study aimed at assessing the validity of a predictive model of long-term back-related functional limitations that is based on psychological distress, in a new sample of subjects.
Item reduction was based on factor loadings from a new sample of 454 Russian adolescents and correlations with previously validated criteria teacher, parent and self-ratings of conduct and emotional problems.
Whenever a new sample is obtained, ECT can update the task slot's PTE according to the following formulas: PTE 1 = S 1. PTEj + 1 = α × PTEj + (1 - α Sj + 1 (j = 1, 2, 3, …), where PTEj is the current PTE, PTEj+1 is the new estimate based on the new sample Sj+1, and α is a constant between 0 and 1 that controls how fast the PTE adapts to sample variance.
At last, the prediction model can be updated based on the new sample pools, and the system can use the new prediction model to predict seizures.
The result of verification conducted based on this optimum is added as a new sample into the training pattern set to retrain the BPNN model.
The use of logistic regression provides a simple model to calculate the methylation probability for a new sample based on two probes.
Most polls, including the ones noted above, are based on new samples for each new poll.
Based on this, new samples are sequentially extracted from the locations with maximum uncertainty.
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