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This study described the likelihood of training for various cadres of providers, and the association between training and quality.
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Higher educational attainment was associated with an increased likelihood of training, with an OR of 4.36 (95% CI: 2.57-7.40) for graduate school compared to less than high school education.
Higher educational attainment was associated with an increased likelihood of training.
If their weights are equal, we can find an isomorphism for M t in Equation (1), too, and have p(Y| X)= p(Y B | X B ). Since we train a CRF model to maximize likelihood of training data, in theory, maximum likelihood weights of the two models will be isomorphic, too, and the weights of features mapped to each other will be equal.
Then the probability of label C is estimated as: begin{aligned} P(C|v) = frac{1}{1+exp (As v +B)} end{aligned} (3)where A and B are two constants estimated by maximising the log likelihood of the training data (for details, see [31]).
Probabilistic graphical models are typically trained to maximize the likelihood of the training data and evaluated on some measure of accuracy on the test data.
Factors associated with a lower likelihood of CPR training were lesser educational attainment and lower household income (P<0.01 for each of these variables).A minority of respondents reported current training in CPR.
Although working at public facilities significantly increased the likelihood of receiving training in Family Planning (OR = 7.6, P = 0.00) the odds of receiving Post-Abortion Care training were equivocal for staff working at public facilities and private non-franchises.
Older age, lesser education, and lower income were associated with reduced likelihood of CPR training.
The patient's RFRS value is also used to determine a likelihood of relapse by comparison to a loess fit of RFRS versus likelihood of relapse for the training dataset.
It was found that active training (feedback and practice) was more effective than passive training for increasing older drivers' likelihood of looking for threats before a turn.
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CEO of Professional Science Editing for Scientists @ prosciediting.com