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Four experiments based on benchmark data sets are carried out to evaluate the classification accuracy, robustness, interpretability and time complexity of the proposed method.
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Experimental results based on benchmark and real-world data show that, compared to their competitors, our feature weighting approaches show higher classification accuracy, yet at the same time maintain the simplicity and lower execution time of the final models.
This value is based on benchmark dose modeling of data of decreased lymphocyte count in highly exposed workers (Rothman et al., 1996).
Those benefits are validated by simulation based on benchmark models and actual vibration data.
We store benchmark data in a directory structure based on benchmark, provider, operating system, region, date, and machine size.
Companies around the world trade commodities based on benchmark prices.
- The marking of the simulation is based on benchmark.
These conditions were chosen based on benchmark calculations performed previously.
Meanwhile a new scoring system is designed to rank the associations based on benchmarking against hand-curated data.
We evaluated the SPI-ELM method based on 20 benchmark data sets from the University of California Irvine repository and three real-world databases from the computer vision domain.
The clinical data collected is robust and can contribute to better understanding variations in hospital performance for older hospitalised people based on benchmarking activities [ 40].
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