Sentence examples for every boosting from inspiring English sources
In the TrAdaBoost algorithm, during every boosting iteration, a so-called weak classifier is built using weighted instance data from the previous iteration.
Then an AdaBoost process is performed on the labeled target data, and at every boosting iteration, the weak classifier used is selected from the candidate weak source classifiers (found in the previous step) that has the lowest classification error using the labeled target data.
In order to determine the optimal number of iterations, the classifier is evaluated on every boosting step by its area under the curve (AUC) performance (in a 3-fold cross-validation test).
In detail, the boosting procedure works as follows: For each covariate, one specific base-learner is defined and in every boosting step the algorithm updates only the covariate with the best performing base-learner.
Five inhibitors appeared in every boosted training set, including the thiophene, cyclopentadiene and isoxazole analogs that fall outside the five major classes.
The reason we're doing this, of course, is that we want you to come back to this site every day, boosting our traffic and making us look more popular to people who wear suits for a living.
For every dollar spent boosting renewables, nearly four dollars were spent to maintain our dependence on fossil fuels".
I wish the journal every success in boosting European excellence in transport.
The development of a more cross-reactive profile with age/exposure may most likely be as a result of clonal imprinting, with antigens derived from every infection primarily boosting memory to previously encountered antigenic epitopes.
But a look at Boehner's record during his two decades in Congress shows a man who has voted against nearly every boost for the working stiff.
Every boost in carbon emissions, however, pushes us closer to the moment when global temperatures will exceed the two degrees Celsius rise from pre-industrial levels that scientists say is the maximum the planet can absorb without suffering catastrophic consequences.
