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The methods also implement leave-one-out (LOO) cross-validation for estimating the predictive ability in either case.
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With some necessary modifications, some global methods also implemented in the very large scale integration circuit [14, 15] at the expense of considerable high consumption of logic source, memory and bandwidth.
Because the analysis requires an ultrametric tree, one was constructed using a penalized likelihood method also implemented in ape.
We not only generalize the single perturbation scheme in Hampel's (1974) method, but also implement the pair-perturbation scheme in Huang et al. (2007a c) to develop influence functions for sensitivity analysis in RSM.
Additionally, a comparison between SEC method and existing methods is also implemented, which shows that the SEC method is also efficient in tooling design.
To show the effectiveness of multi-task learning methods, we also implemented a naive feature selection method named GA-FS (Genetic Algorithm based Feature Selection).
Alternative methods were also implemented with lower computational cost, but recognition performance achieved is much lower than this.
All these methods are also implemented in the analysis tools designed for the analysis of the DEMETER wave measurements.
Both these methods are also implemented in the associated GNU R package R obustR ankA ggreg.
The regular SS method and the autoregressive MED (ARMED) method are also implemented for comparison.
The ElectroShape method was also implemented as a Python module since there is no reference implementation provided by the authors.
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