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Even though the SVM approach is not always applicable to real methylomes, since all the features are derived from the predicted methylation levels and cluster frequencies, the test results reflect the reliability of the predictions made by the model.
The self-training model is defined as the weighted averages of the di-codon frequencies derived from the predicted genes, and from the regression models used for the initial prediction.
The molecular weight of the enzyme derived from the predicted amino acid sequence is 74,662 Da, its pI is 9.81.
Considering an available flux model in the developed core loss model, the flux waveforms in various parts of the magnetic circuit of the machine are derived from the predicted stator pole flux waveform.
The optimized cultivation medium constituents were derived from the predicted model using central composite design as follows: 31.26 g/l glucose, 1.06 g/l yeast extract powder, 1.00 g/l K2HPO4, 0.50 g/l KH2PO4, and 0.45 g/l MgSO4·7H2O, pH unadjusted.
Additional file 1: Figures S3, S4, and S5 report the suitability index derived from the predicted habitat suitability maps using MaxEnt corresponding to the yearly land cover maps.
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Here we indicate the fractal dimension D c, which is derived from the same predicted patches of the introduced patch model (see the "Patch-delineation model" section) but also considers their perimeters.
A new electronic multicondition model based on information derived from the EMR predicted mortality and readmission at 30 days, and was superior to previously published claims-based models.
The predicted harvest volume of each patch was derived from the sum of predicted volume losses (i.e. predicted pre-harvest volume minus predicted post-harvest volume) from each of the patch's constituent pixels.
The mathematical model derived from the BBD accurately predicted the synthesis conditions to obtain LDH-NPs with controlled dH values between 50 and 200 nm, minimum PI and tunable %FITC.
Simulations of 10 offspring derived from the broodstock genotypes predicted 100% biparental assignment at the 95% confidence level.
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