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It maps the input data from the original high-dimensional space to the characteristic subspace, extracts the main feature vector of the input data, and achieves the purpose of analyzing the original data with the main component.
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To avoid over-fitting of the data and achieve the best prediction ability with the simplest structure possible, a pruning algorithm is proposed for topology optimization of the ANN.
As a future work, we intend to execute a systematic mapping study and snowballing protocol again in the coming years in order to collect more data and achieve the theoretical saturation through GT selective coding.
For the datasets with severe class imbalance, MiRNAClassify demonstrated its ability to process the imbalanced data and achieved the best performance.
Once the registries have the infrastructure in place, ongoing staff training is essential to collect quality data and achieve the international standards set by IARC.
Our proposed protection gateway allows the enterprises to protect their customer's sensitive information destined for the public cloud and achieves the data privacy concerns.
In [7], the compressed sensing theory was used for wireless network data acquisition and achieved the anomaly detection during a signal recovery procedure based on the modified BP reconstruction algorithm.
The embedded database SQLite manages the data and achieves wireless communication by using Bluetooth.
The SVM model was trained using gene expression data of these genes and achieved the highest accuracy of ∼85% with leave-one-out cross-validation.
Just last week, data scientists, policy makers, and subject-matter experts collaborated to build solutions to some of the data gaps found in measuring and achieving the SDGs.
Listening to audio records allowed the researcher to become familiar with the data and achieve a certain level of analysis during the transcription process.
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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