Sentence examples for use of random trees from inspiring English sources

Likewise, [48] investigated on the use of random trees in their work and the scholars were able to achieve high levels of model accuracy by modifying the parameters of the random tree classifier.

There is no need to use random trees instead of the clustered tree when computing the p-value.

The significance of the global cost is assessed against a random distribution of costs generated using random trees - if the observed optimal cost is significantly lower than optimal costs computed from randomly generated trees, then a global cospeciation signal is present.

(2) The use of Random Forests to derive 2000 classification trees each of which uses age and AMH to predict amenorrhoea.

Random Forest (RF) [ 31, 32] is a classification algorithm using sets of random decision trees which are generated by a bootstrap sampling for decision and voting.

Tables 1, 2, and 3 depicts the correct classification rates for each category of features using a random forest of 5,000 random trees and kernel discriminant analysis for every gender, age range, and nationality classification.

Statistical tests were computed using 999 randomizations using the method of random parasite tree.

Recall that the use of classification trees in random forests means that a large number of interaction terms can be introduced.

In the Bayesian inference of phylogeny we applied two simultaneous independent runs starting from random trees using 5 Markov chains.

Maximum parsimony (MP) trees were performed in Mega 5 (Tamura et al. 2011) using the method of Close-Neighbor-Interchange on random trees with ten initial trees (random addition).

Simulations of random LGT events via multiple SPR permutations can be used to distinguish empirical trees from random trees, since the former should only approximate the latter when LGT is rampant and sufficiently random [ 31].