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On top of base classifiers, ensemble classifiers, such as bagging and boosting classifiers, combine multiple models by either sub-sampling a given dataset to achieve greater predictive accuracy and reduce overfitting bias [ 67– 70] or combining of probability estimates from different methods [ 71– 71].
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Overall, using Fisher's combining test of probabilities, the difference between these two groups was not significant (χ = 20.3, 14 d.f., P = 0.13).
The probability of emergence is the combined probabilities of two events: the probability of any mutant occurring, and the probability of that mutant surviving in the population of parasites in a single host.
The probability of introduction was obtained by combining the probability of release and the probability of establishment.
The combined probability of exclusion, power of discrimination, probability of matching value for HLA-A, -B and -DRB1 loci were 0.998199, 0.999994 and 5.27×10−6, respectively, which suggest that allelic frequencies at HLA loci were highly polymorphic in the study population and that HLA loci could be applied to personal identification and paternity testing in forensic science.
For this, the probability of transmission was calculated by combining the probability of transmission via catching team, slaughterhouse and company personnel, as shown in Equation 2. (2) P (i I n f e c t e d ) = 1 - (∏ j - 1 3 (1 - p j ) ) for p j probability of infection for via link type j.
The probability of a satellite failure is estimated by combining the probability of a penetration with a vulnerability model.
A risk analysis is performed by combining the probability of a penetration with the failure probability of the satellite.
We conducted paternity analysis allowing a single mismatch between a progeny and a maternal parent, or between a progeny and a potential paternal parent, a repeat unit difference of one and a combined probability of 0·05 of a null match occurring.
Multiply those four probabilities together, and you get a combined probability of about one chance in 278 million of all these events coming together in quite this way.
To maximize comparability of our results to those of Paltiel et al [ 49], we chose to use rates from their model, combining the probability of ER and urgent care use.
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