Using a benchmarking strategy based on a permissive distance of two edges, would make no difference between glutathione peroxidase and catalase as their molecular functions are within the distance of two edges in the graph structure.
Consequently, if in the starting test set there is a glutathione peroxidase which the method has predicted to be a catalase, this benchmarking strategy would erroneously assess this result as correct.
This is admittedly a very conservative benchmarking strategy, as neighbouring contacts clearly have at least some additional value in constraining the chain fold, but their value is clearly much less than unique long range contacts that are correctly predicted.
We will see in the last section of this review that the current benchmarking strategies have many short comings and cannot address all the situations relevant to MSA evaluation.
Second, we propose a benchmark strategy, which can be used in future studies to compare novel methods with the current state of the art.
It presents four core strategies: a benchmark strategy (proceeding as if risk and uncertainty were low), a financial hedging strategy (valuable if there is much risk), an operational hedging strategy (valuable for conditions of much uncertainty), and a flexible strategy (valuable if there is much risk and/or uncertainty).
The results for the ratio of the Sharpe ratios of the sentiment strategy and the best benchmark strategy for different lags (tau =1,ldots,24) are shown in Fig. 7.
For medium-term lags, starting at about 6 months, the sentiment strategy always outperforms the best benchmark strategy in terms of annualized return, Sharpe ratio, Omega ratio, and CER.
In the computational experiments, we compared ConClus with benchmark strategies, including Infomap and OSLOM, by using hundreds of LFR networks.
We run Monte Carlo simulations as well as historical simulations for popular portfolio insurance strategies and benchmark strategies in order to evaluate the outcomes using cumulative prospect theory.
Two benchmark strategies including mesomerically deactivating group, as well as the extension of π-conjugation bridge (acene-fusion) have been employed to enhance the electrical and charge transport properties.
