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The algorithms do not assume any prior input distribution and the running times hold with high probability.
Users of unsupervised analysis try to find internal structure in the data set without any prior input knowledge.
While not suited as stand-alone detection algorithms in all cases, these methods can provide regions of interest with sufficiently high confidence to allow higher-level, object-based classification methods to use them as prior input.
Prior input to unsupervised hierarchical clustering, the gene expression was standardised.
However, it depends on prior input, and this dependence does not decrease as sample size increases, unlike parameter's estimation based on posterior distributions [ 20].
All treatment should be subject to review after two or three days and new antibiotics should require the prior input of an infection specialist [ 19].
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Sequential logic remembers information about prior inputs.
The graphs also are useful for determination of sensitivity to the prior inputs.
In contrast to combinational logic, whose outputs depend only on the current inputs, sequential logic outputs depend on both current and prior inputs.
Since the classification analysis was performed without the prior inputs on tissue origin, these results strongly suggest that PA usage, similar to gene expression profiles, also exhibits tissue-specific signatures.
This property of our hypothetical HL neurons is reminiscent of neurons in the fly's visual system whose firing rates scale with the variance in prior stimulus inputs [21].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com