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In the case of predicting whether a sales deal will close or not, for example, a predictive model needs data from which to construct a complex model and then make a prediction.
In this example, a predictive and a distributed coding systems are compared in terms of resilience to channel errors.
In addition, Gosu works in the B2B field, as well, by offering gaming companies a variety of AI tools, for example a predictive analytics.
For example, a predictive control strategy for wide-area damping control was presented in [28] with the consideration of data loss and other physical constraints, and a data reconstruction method using the low-rank matrix completion approach was provided in [29], in which way the lost data could be partially recovered at a control center.
For example, a predictive model may achieve the same estimated classification error rate using several different feature subsets, even if there is a unique true marker subset, with greatest class discrimination power.
For example, a predictive marker might indicate that a patient expressing the marker will benefit more from a new treatment compared to standard treatment, whereas a patient not expressing the marker will derive little or no benefit from the new treatment.
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Finally, we provide a simple application example with a predictive regression model for rhabdomyolysis and show how our method can be used to create a probability profile table.
For example, when a predictive value of ≤ 20% is defined as low risk for AxLN metastasis, the FNR of both the ADTree model and the MSKCC nomogram using the Seoul dataset was relatively good (5.3% and 2.6%, respectively).
An example of a predictive marker is the presence or absence of K-Ras mutations in colorectal cancers; patients without K-Ras mutations benefit from antiepidermal growth factor receptor therapy, whilst patients with such mutations derive little, if any, benefit [ 83].
Of course, there are other reasonable intermediate procedures, for example, a Bayesian predictive approach is a very natural tool for dealing with missing information.
For example a strong predictive role of expectations was found in the systematic review by Iles et al. [ 12] who investigated recovery expectations in people with acute non specific low back pain.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com