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Extreme learn machine is a single hidden layer feed forward neural network with additive or RBF nodes, which tends to provide superior generalization performance and extremely fast learning speed, as well as less parameters to be identified by randomly choosing the input weights and analytically determining the output weights of the network.
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Observed areas with no change in forest cover were identified by randomly generating 500 points over the study area and selecting locations where our deforestation layer indicated forest cover in 2006, and no change from 2006-2009.
Samples were identified by randomly assigned numbers.
Representative colonies were picked, purified on Rogosa agar and were identified by Randomly Amplified Polymorphic DNA typing [ 16].
One control was chosen for each case, and controls were identified by randomly selecting a household from a list of households in a village.
Phorm says its technology means adverts can be better targeted to individuals, by creating "profiles" of their browsing behaviour while not retaining any personally identifiable information; users are identified by randomly-numbered browser cookies, whose number matches to a profile on the Phorm system.
The analysis of every-day practice shows a problem which cannot be identified by the observation of a randomly selected and carefully evaluated sample of a hypertensive population: many subjects diagnosed with high blood pressure have no up-to-date blood pressure (BP) values in their clinical records.
Each image was identified by a randomly assigned double letter in the top right corner of the screen (e.g. BF and CG; Fig. 3).
Mice were identified by a randomly assigned code so that the studies were performed blind as to the genetic identity.
Once each library was constructed, the lengths of inserts were identified by amplifying randomly 100 clones with universal T7 primers.
The SSIV EST [Genbank: BT009276] was identified by sequencing randomly picked bacterial colonies from a developing wheat seedling cDNA library made using a previously described method [ 63].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com