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It preserves most information of original data in a low-dimensional space.
Therefore, most information of their source images is kept in the low-frequency band.
Judging from the variance contribution, PC1 has already reflected most information of the spectra differences.
It can be seen that the first two components obtained from PCA (see Figure 5a) have most information of the data.
Video cameras with covering a wide space of traffic scenes, will receive most information of these scenes compared to other sensors.
The principal component analysis (PCA) compresses and classifies data by evaluating a new set of variables, smaller than the original set of variables, which holds most information of the dataset.
Similar(50)
They "squeeze[d] the most information out of a real geological oddity".
The most important information of this model is the prediction of the compaction at the end of the compaction process.
A fine powder containing DNA – and the most treasured information of our time.
And the most vital information of all--contact information--is still missing on 15% to 20% of CVs.
Feature extraction aims at modeling the perceptually most relevant information of a signal using only a small number of features.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com