Sentence examples for pruning performed from inspiring English sources

Lewis et al. [ 23] proposed this approach mimicking pruning performed in decision tree inferences, which is essential to reduce over-fitting [ 31].

However, the improvement in the AUPR value (if it increased the AUPR value of the perturbation graph at all) is significantly lower than for TRANSWESD except in the problematic case of the non-stationary Network 2, where SOS pruning performed slightly better but also led to a decrease of the AUPR value compared to the perturbation graph.

C4.5 allows the setting of several parameters that influence branching and quality of the final classification tree: most notably there is one parameter that determines the smallest number of cases to be included in a single group (mentioned already above in table 1), and another parameter that determines the degree of post-pruning performed.

C4.5 allows the setting of several parameters that influence the branching and quality of final classification tree: most notably there is one parameter that determines the smallest number of cases to be included in a single group (mentioned already above), and another parameter that determines the degree of post-pruning performed.

While in Ireland at age fifteen, she saw the The Virgin Prunes perform live in Dublin, and said the experience "framed her [music career]." Her varying genre interests were illustrated in a 1991 interview with Flipside, in which she stated: "There's a part of me that wants to have a grindcore band and another that wants to have a Raspberries-type pop band".

We validated by simulations that combining heuristics with pruning performs better than applying heuristics alone.

The pruning is performed by iteratively training a network to a certain performance criterion and then removing the hidden neuron with the lowest relevance value until no one can further be removed.

In traditional BAB algorithms for subset selection problems, pruning is performed downwards (gradually decreasing subset size).