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This convinces us that sparse coding based classifiers can be very effective for classifying high-throughput biological data.
The Adaboost algorithm sequentially chooses some set of features that are effective for classifying training data.
Various experimental results show that our method is effective for classifying the NCI60, the GCM and the SRBCTs datasets.
The results demonstrate that the presented hierarchical approach is effective for classifying emotional utterances in multiple database contexts.
It can be seen that MFCC features and GMM system are able to successfully classify human signals; however, the method is not very effective for classifying the non-human signals (i.e., 57.5% accuracy rate).
By testifying of vibration signal under different kinds of bearing status, it is proved that this method is effective for classifying not only fault types but also fault severity.
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RF++ is shown to be an effective alternative for classifying both clustered and non-clustered data.
From this it would follow that the logic of idiomatic English quantifiers is much stronger than FO, and that no effective procedure exists for classifying sentences as analytical or nonanalytical, synonymous or nonsynonymous.[86] This would be methodologically a very important result, showing that syntactic methods are even in principle insufficient in linguistic theorizing.
They employed diverse statistical methods to develop effective diagnostic algorithms for classifying the Raman spectra of different types of ex vivo gastric tissues, including PCA, LDA, and naive Bayesian classifier (NBC) techniques.
This indicates that GTR1DA, and tensor-based schemes in general, are well fitted, effective, and robust data exploration tools for classifying 12-lead ECG signals.
Subsequently, threshold values can be decided for classifying interventions into, say, those that are very cost-effective, those that are cost-ineffective and those in between.
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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