Sentence examples for effects on the classification from inspiring English sources
Nonetheless, the structure of the decision tree reveals that some input features have no effects on the classification performance.
Limiting the number of proteins in the profile generally had minor effects on the classification accuracy.
Additional features may have detrimental effects on the classification such as slowing down the learning process and causing overfitting the training data.
Limiting the number of proteins in the profiles (ranging from 568 to 10) had only minor effects on the classification performance.
As expected, in the Archaea superkingdom (see the lower part of Additional file 1), we also found that the similarities of living environment exerted important effects on the classification results of our method.
We have planned to establish a reduced version of the current probe-set by perhaps removing some highly infrequent probes or performing some critical factor analyses to identify the probes that exert major effects on the classification power.
To determine the effect of the classification accuracy on the number of nearest neighbors (k), the classifications were performed with k varying from three to eight.
However, in a multi-subject level, the temporal compression improved the performance of the SVM, but the space selection had no effect on the classification accuracy.
This is crucial in thin cementitious laminates since damping, scattering, reflections and plate wave dispersion seriously distort the signal having a strong effect on the classification result.
When examining only multispectral bands, the IKONOS image had better spectral discrimination than QuickBird while the inclusion of panchromatic bands had no effect on the classification accuracy of either the IKONOS or QuickBird image.
