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To address this, we have chosen a validation scheme to train SVM models on only one donor, and then validate on the other.
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Four models based on only one data type perform significantly worse compared to MPT1.
We also compare the performance by training the model on only user behavioral features and only user social interaction features.
The simplest model, based on only one single predictor variable, showed a good fit to the data for J. procera (Table 2).
The simplest model, based on only one single predictor variable, showed a good fit to the data for both species (Juniperus procera and Acacia abyssinica).
Using the exponential damage approach, a simplified analytical model based on only one curve fitting parameter was developed to predict the bond stress-slip relationship.
Low-resolution models based on only SAXS data are shown as wire-frames.
The company says that while the traffic updates available on sites like Google Maps do an acceptable job, they are only useful on interstate highways and rely on computer models based on only a few datapoints.
Therefore, we built logistic models based on only nucleosome signals using the same way mentioned above.
Additionally, they were obtained in data from only three participants and from regression models based on only three points each.
They compare performance to that of simpler models based on only age and Glasgow Coma Scale (GCS).
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CEO of Professional Science Editing for Scientists @ prosciediting.com