However, these methods have issues with fluctuating positional accuracy due to environmental factors such as obstacles.
However, this method has encountered issues with fluctuating positional accuracy due to reflected signals from the wireless LAN, obstacles, or the surrounding environment [3].
In this paper a method is presented which can reduce the variability in short-term orbital lifetime prediction induced by fluctuating orbital data accuracies.
For all three mappers, the mapping rate and mapping accuracy fluctuated with changes in read quality.
However, for populations with fluctuating age class sizes, the accuracy of the method is reduced when samples are taken from older age classes with high demographic variation.
Keeping adding markers after that threshold did not lead to any improvement in the predictions, giving accuracies that kept fluctuating between 0.69 and 0.78.
Prediction accuracies fluctuated between 89 94%, based on the five different algorithms.
Validation results indicated the proposed model could be used to achieve a stable prediction effect with high prediction accuracy for the prediction of fluctuating data.
When SNP density exceeded 1,000 SNP the accuracy of DGV reached a plateau, and increases in accuracy with increasing number of SNP were marginal or fluctuated around the maximum accuracy (Table. 2).
The accuracies also fluctuated little across group size n (the range of accuracy scored predicted was at most 0.1 for the aggregated rule, and at most 0.01 for the expert rule), so we averaged the accuracies across n.
PLS-ACC was found to perform better than profile-HMM classifiers and PSI-blast when training sets are small and also against short sub-sequences, constantly better than 90% accuracy whereas profile-HMM classifiers fluctuates as low as 80% accuracy [ 9].
