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The proposed methods had obtained good results, actually, better results than another pruning methods previously defined at the MLP neural network area.
Finally, the last method is made by the average of the results of the four methods previously defined.
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Using likelihood methods, all previously defined classes of genes (atp, pet, ps, rp, rpo, and ndh) with the exception of pet showed significantly greater overall rates of substitution in Ipomoea than in Nicotiana in pairwise relative rates test using Panax as an outgroup (Table 2).
The method respects previously defined requirements.
The method considers groups previously defined for a successful method used to estimate critical properties of ionic liquids.
First, our method identifies the previously defined boundaries of the human PAR1 and the two most recent strata (fig. 2, table 1, and supplementary fig. S3, Supplementary Material online), which have been described in detail and independently confirmed by different studies (Ross et al. 2005; Lemaitre et al. 2009b).
One new parameterized method introduced in this study and two previously defined methods, the Exponential Tanimoto Discriminant (ETD), the Tanimoto Power Discriminant (TPD), and the Binary Kernel Discriminant (BKD), outperform most other methods but are more complex, requiring one or two parameters to be fit to the data.
We explored this situation using previously defined methods: 43 Changes in death classification occurred both in urban and rural regions (see online supplementary appendix).
In our first set of experiments, we train networks using our new embedding approach and a previously defined method of embedding, 1-of-m, and measured the accuracy and training time of each approach.
Medium spiny projection neurons (MSNs) were generated from E14.5 ventral forebrain derived NSCs by the modification of a previously defined method [107].
HPLC for dUrd and was performed using a previously defined method (Mitchell et al, 2000).
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