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But since precise physical theories began to be formulated with apparently deterministic character, the notion has become separable from these roots.
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SVMs map the input features into a high-dimensional feature space in which they become separable.
Figure 1 shows an example of an inseparable two-dimensional space that becomes separable after the transformation of the input space from low dimensional to multi dimensional.
The major effect is that instances that are not linearly separable in the input space become linearly separable in the higher dimensional feature space, e.g. the XOR problem [ 22, 25].
Thus, non-separable distributions because of pose variations may become linearly separable.
A well-chosen kernel function enables original linearly inseparable samples to become linearly separable in the high-dimensional feature space.
If an appropriate kernel function is selected, the original linearly inseparable samples could become linearly separable in the high-dimensional feature space.
Under the proposed scheme, the compound signals from multiple transmitters became more separable on its constellation at the receiver; as a result, the BER performance significantly improved in comparison with the no adjustment cases.
To put it another way, is the activity of data analysis properly viewed as separate, and separable from the activity of data gathering?
India's past became anchored in historical time and separable from legend only with the establishment of firm synchronisms with outside data.
Cells, on the other hand, that suffer and fail to repair a disruption do not trap the FDx (green fluorescence) but do become labeled with FM 4-64 (red fluorescence, separable from FITC and hence used instead of FM 1-43) added 5 min after the scratch is made.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com