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Hence, instead, we were advocating some more "classical" alternatives, such as the collective defect engineering approach.
Those methods were developed because their classical alternatives produce unreliable results when the data set contains outlying observations.
Experimental results using different datasets and several gene sets show that the proposal is able to outperform classical alternatives by using existing prior knowledge adapted from publicly available databases.
Irrespective of predictive power, there are a number of benefits of such genetic prediction over classical alternatives.
Last but not least, the approaches we introduce here only rely on simple linear algebra and are hence far easier to implement than their classical alternatives.
Tsymbal et al. have designed a clinical decision support system that exploits discriminative distance learning with significantly lower computational complexity compared to classical alternatives and hence this system is more scalable to retrieval [ 51].
Similar(54)
Complement activation occurs through the classical, alternative and lectin pathways.
Complement cascade: components of classical, alternative, and lectin-dependent complement pathways.
C3 is an essential component of the classical, alternative and lectin pathway.
There are three major routes to complement activation, named Classical, Alternative and Lectin pathways.
Complement is activated through one of three major routes, known as the classical, alternative and mannose-binding lectin pathways.
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