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Field predictions were implemented and confirmed experimentally.
Model predictions were implemented and confirmed experimentally.
The 1-month-ahead recursive predictions were implemented in a similar way.
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For each algorithm listed in panel (A ), all reported predictions for the seven miRNAs were ranked according to their scores, and the indicated sliding threshold of top predictions was implemented.
Classifier training and prediction were implemented based on the code downloaded from LIBSVM tool kit (http://www.csie.ntu.edu.tw/%7cjlin/libsvm/).
The preliminary parameters for B-cell epitope prediction were implemented such as the possible transmembrane helix, signal peptide, post-translational modifications and allergenicity.
The algorithms for Bayesian network building and gene expression pattern prediction were implemented as C++ programs and the total runtime is about 1 hour on a desktop PC with 1 G memory.
Conformal prediction was implemented to predict the confidence intervals (CI) for individual predictions.
Full-pixel prediction is implemented using two GPU kernels.
The parity prediction is implemented in the AES encryption, decryption, and key expansion process.
The wavelet network method regional ionospheric modeling and prediction was implemented over three major stages as shown in Fig. 4.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com