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As we are more interested in predicting the RD values from protein sequences, we chose the SVR to train the predictive models and perform the prediction tasks.
The experimental results show that DrELM outperforms ELM and kernel ELMs, which appear to demonstrate that DrELM could yield predictive features that are suitable for prediction tasks.
To further demonstrate the applicability of our framework to general prediction tasks, we report on two promising results on predicting age and income from mobile phone data.
Recently, some tests have been done also on the predictive power of some network clustering algorithms in link prediction tasks [36].
In data mining prediction tasks feature engineering is the most important and most difficult skill.
Our prime applications are knockout prediction tasks for metabolic and regulation networks.
Extracting good representation from protein sequence is fundamental for protein structural classes prediction tasks.
A number of published techniques have emerged in the trading community for stock prediction tasks.
More specifically, we deal with two different prediction tasks: (i) average daily energy consumption and (ii) peak daily energy consumption.
We have investigated how the details of the problem formulation impact the reported accuracy for location prediction tasks.
We analyze the behavioral indicators produced by our framework and argue that they are useful in prediction tasks beyond gender.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com