Top of the tree is the Macan Turbo, which uses a boosted version of the same engine to give 400bhp, 406lb ft, zero to 62mph in 4.8 and 165mph.
Using the selected features, we evaluated eight commonly used classification algorithms: Support Vector Machine (SVM) [42], Logistic Regression (LR) [43], Random Forest (RF) [44], Artificial Neural Networks (ANN) [45], Decision Trees (DT) [46], Naïve Bayes (NB) [47], and their boosted versions, BDT and BNB [48].
We explore the performance of MP-EST [ 5] and these boosted versions of MP-EST on a collection of simulated and biological datasets.
However, both boosted versions of MP-EST gave more accurate results on the biological amniota dataset, and so that is not likely to be the answer.
By contrast, boosted versions of MP-EST are likely to scale close to linearly with the number of species, and are embarrassingly parallel.
We tested these techniques on a collection of simulated and biological datasets, and showed that boosted versions of MP-EST were fast and highly accurate using these divide-and-conquer methods.
However, the trees found by MP-EST had ML scores that were at least as good (and most often better) than the trees produced in any iteration by the boosted versions of MP-EST.
Instead, the data suggests that the boosting technique leads to trees with better quartet support scores, and that using quartet support scores to select the best species tree might be helping these boosted versions of MP-EST to produce more accurate trees.
If 552bhp of insane is a little too insane for you, Porsche has also cooked up a 911 Turbo (no "S") with 513bhp from a lower-boost version of the same engine.
Williams joins fellow athletes Amar'e Stoudemire and Chris Paul as co-owners of the brand, along with LeBron James, who caught some flak last year for promoting the energy-boosting version of the product, which experts feared could lead to caffeine abuse among teens.
Even with this armor, the concept initially called for a nominal design life at Europa of just 30 days, with later versions boosting that up to 109 days, Senske said.
