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We found that quadratic models better explain the data than linear models for both epochs as well as for the early Eocene.
Figure 7 shows the preferred locations for both epochs MOV and HOLD.
Table 3 allows comparison of those seen for follow up examination at 1 year adjusted age with those not seen for both epochs 1 and 2 with respect to factors known to affect neurodevelopmental outcome.
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Data from both epochs could be clustered because of similarities between babies within hospitals, countries (for epoch one), and neonatal networks (for epoch two).
These changes are studied for both polarity epochs.
Training was carried out for 1500 epochs for both the pretraining with the autoencoder and supervised learning.
Table 2 lists the seven candidate models received for evaluation for epoch 2010.0.
For both types of epoch, the effect of microstimulation was significantly smaller in large compared to small expected reward trials (χ-test of nested models Equations 2a,c : good epochs: p < 0.001; bad epochs: p < 0.001), showing that the effect of expected reward on microstimulation remains present in different states of task engagement.
All changes were statistically significant (P≤0.02) for transitions between epochs for OD4 index involving both methadone only and any mention of methadone, except for the two epoch changes marked with an asterisk in table 3.
We repeated this process for all batches spanning the training data set (called an epoch48), and trained over 45 epochs for both networks.
d) Final calibration: After all epochs of data are avilable, a final calibrator model is to be constructed with calibrated UV data from all epochs, for both the inbeam and the nodding cals.
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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