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If the enforcers of GDPR decide that the company must erase the effect of a unit of data on the AI model in addition to deleting the data, companies using AI must find ways to granularly explain how a model works and fine tune the model to "forget" that data in question.
In the tabulated results below, we report the exponentiated values of the raw coefficients, that is, the effect of a unit change on the odds of specialty preference.
The parameter associated with this interaction was negative, suggesting the effect of a unit increase in IHC4 on TTDR decreased over time.
45 Each raw coefficient outputted by this routine corresponds to the effect of a unit change in each attribute on the logarithm of the odds of preferring a specialty.
The regression coefficient for the latter term estimates the log ratio of hazard ratios for comparing treatments, which shows the effect of a unit increase in eGFR on the treatment effect.
Including these influential cases reduced the effect of a unit increase in egg and fish consumption to a change of serum dioxin levels of 1.1%9595% CI, −1.2 to 3.4%, p = 0.34) and 2.5% (95% CI, −0.4 to 5.6%, p = 0.09), respectively.
Similar(53)
In this population the effect size of a 1 month delayed motor development on school PE grade was similar in magnitude to the effect of a 1 unit increase in BMI on school PE grade (data not shown).
Considering a spectrum of low to high complexity, developing a drug would be at the low end of the spectrum while assessing the effect of a stroke unit would be at the high end.
The b coefficients reflect the effect of a one unit increase in the independent variable as originally measured on the dependent variable as originally measured, whereas the β coefficients reflect the effect of a one standard deviation increase in the independent variable on a one standard deviation increase in the dependent variable.
We then generate survival times from a Weibull distribution where the hazard is defined as h(t) = h0 t) exp(α2 β0 i + ϕ1 X1 + ϕ2 X2), with α2 the association parameter, indicating the effect of a one unit increase in the value of the subject specific intercept on the risk of event.
30From column (3) of Table 5, the effect of a one-unit increase in Burdennxt15 is given by (−9935 - 6.116∙ΔAGInxt15).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com