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Our best model using gradient boosting achieved a performance of 0.2156 on the ranked probability score (RPS) metric for game weeks 6 to 38 for the English Premier League aggregated over two seasons (2014 2015 and 2015 2016), whereas the betting organizations that we consider (Bet365 and Pinnacle Sports) obtained an RPS value of 0.2012 for the same period.
Bayesian threshold LASSO and boosting achieved the highest accuracies, whereas Random Forest presented the highest classification performance.
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Notwithstanding boosting achieve a higher outcome, gradient boosting seems better than others.
11 In this study, once-daily elvitegravir with boosted ritonavir achieved a higher trough concentration compared to elvitegravir dosed twice-daily without boosting, achieving ≥3-fold inhibitory quotient (using protein-binding adjusted IC50).
The supercharger also spins to a mad 20,000rpm – 5,000rpmorere than the outgoing Corvette ZR1 – with boost achieved more efficiently, we're told.
The paper provides a detailed description of the monitor system architecture, including a discussion of technology choices, and an experimental evaluation of the performance boost achieved by resorting to a streaming approach.
The large gains seen by ULIP are a combination of (a) the system throughput boosts achieved via the effective shifting of SINR from the cell-centre to the cell-edge; and (b) the substantial power reductions of the low- and mid-priority (cell-centre) users to protect the high-priority users from interference.
We also observed that two iterations of DACTAL-boosting achieved about the same accuracy (and sometimes better accuracy) as five iterations of SSG-boosting.
BOOST achieves similar recall as STR but with substantially lower precision levels at both match thresholds.
Comparing the two MSVM-RFE based algorithms, we could find that MSVM-RFE with boosting can achieve better or at least competitive performance especially in datasets with 22 features.
Boosts are achieved by driving over boost pads scattered across the tracks, pumping the gas at the starting line, and holding the gas button at the right time when being reset on the track.
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