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The results above show that the predictions in study site Gorkha are quite accurate and precise in each case in the cross-validation procedure and no significant difference occurs when different sources of training set data are used.
Models using different sources of training set data but resulting in the same predictions with the same validation data are considered robust against the training set source.
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Therefore, a total of five different sources of data are prepared for training the sentiment classifier using MaxEnt modeling, and the system is to be tested on the given Plurk testing data, as shown in Fig. 2. Open image in new window Fig. 2 The basic idea of the training and testing datasets for a MaxEnt classifier.
The cyclin and non-cyclin sequences used as training dataset in the present work were obtained from different sources of manually curated and annotated sequence databases, including SwissProt [39], RefSeq [40] and other organism specific databases.
We know this from many different sources of evidence.
Each village, district and province has different dynamics, different sources of violence, and different governance and development challenges.
Generally, different sources of bias exist.
It was unprecedented in its scope -- 196 nations with different sources of leverage and different interests.
The credible intervals reflect the different sources of uncertainties involved.
Why are the different sources of noise so easily confused?
Two different sources of random information exist.
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CEO of Professional Science Editing for Scientists @ prosciediting.com