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On the Plus plan (now up to 200K plays/month), the statistics are retained for a year, while Premium plan (1M plays/month) customers will have access to unlimited data retention.
Summary statistics are calculated and compared to the actual data and similar summary statistics are retained for use in generating an estimate of N e using weighted local regression (Tallmon et al. 2008).
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Unless otherwise indicated, 165 networks were trained for each architecture (number of inputs and number of neurons) and the 33 having the best performance (combining training and verification statistics) were retained in the final ANNE for that architecture.
The data was permuted as above and the permutation matrices containing gene set statistics were retained.
After the iterations for each link weight-randomized network, the average of each of the network topology statistics was retained.
The expression values of each transcript are permuted, the association statistics of each transcript with all SNPs are calculated and the maximum transcript-specific association statistic is retained.
The key element in smart algorithms to treat data streams is to find methods to represent the data with summary statistics which are retained in memory, while the single data are discarded.
The regressions are fit as in the unpermuted data and the resulting likelihood ratio statistics from each permutation are retained and sorted from largest to smallest.
The approach uses multiple metrics and statistics to ensure that different and complementary characteristics are retained in the final ranked list.
Juices are retained.
One item displayed borderline misfit (Item 9h, MNSQ 1.34); however, since removal of this item did not improve other fit statistics it was retained.
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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