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One example, which predicts movie genres and is based, in part, on the Netflix Prize database, was developed for this project.
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Activating somatic mutations in the KRAS oncogene is an example of a biomarker, which predicts non-response to therapies targeting the epidermal growth factor receptor (EGFR) in metastatic Colorectal Cancer (mCRC) [ 2, 3].
For example, CFR cites the Bureau of Labor Statistics, which predicts that "the majority of the fastest-growing jobs over the next decade will be ones that demand little or no higher education, including health, leisure, and hospitality services," or the kinds of jobs that most immigrants do.
One such example is Bergmann's rule, which predicts that body size will be positively correlated with latitude and elevation, and hence, with decreasing environmental temperatures.
When predicting the target value for a previously unseen example, traverse the learned decision tree from the root according to the descriptive attribute values of the new example until reaching a leaf, which predicts the target attribute value.
Other examples are HER2 expression in breast cancer patients, which predicts response to trastuzumab [ 4] and the BCR-ABL genotype in chronic myeloid leukemia, which predicts response to imatinib mesylate [ 5].
An algorithm which predicts readmission over a shorter time frame – for example, three months – may perform better than one which predicts the risk of readmission over the following year, although this would require further investigation.
The GPS navigation system, for example, now embedded in our smartphones, cars, and airplanes, incorporates specific, subtle corrections from general relativity, which predicts that clocks should tick at different rates depending on their place in a gravitational field.
Thus, annihilation is an example of the equivalence of mass and energy and a confirmation of the theory of special relativity, which predicts this equivalence.
Nevertheless, many models were developed by Keynesian economists, with a famous example being the Phillips curve which predicted an inverse relationship between unemployment and inflation.
The presented examples come from different extended engineering facilities, for which predicted indicators of deformation were set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com