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The false positives and false negatives from these error analyses were caused by unbalanced feature weights and training examples, lack of training examples for a given feature (low weighted feature) and missing features.
Therefore, the ESN, SVM and NB analyses were repeated three times each time using another initialization of the weights in the echo-state network, to see whether or not the variations seen in different analyses were caused by contingent network characteristics.
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The lower r s values in the parsimony and ML analyses are caused by increased disparity between the estimates at deeper nodes.
The lack of mitochondrial lineage sorting and of private microsatellite alleles suggests that the differentiation we observed with microsatellite analyses is caused by a more recent isolation process than that of the Black Sea.
The results, in the journal Science, showed two thirds of the cancer types analysed were caused just by chance mutations rather than lifestyle.
Artificial selection operating on in situ managed populations of the species analysed is causing incipient domestication.
Lack of positive results in our analyses cannot be caused by non-specific primers, since they were designed according to a deer sequence published by Feng and colleagues [19].
The inconsistent prediction of DA1-8 in these two analyses may be caused by different referential databases of the two methods.
Potential problems of topological artifacts in these analyses that are caused by convergent reductions in many morphological character systems were discussed in detail by Friedrich and Beutel [ 24] and Beutel et al. [ 15].
29 31 On the other hand, particularly women experience a height reduction with advancing age, 32 and an increase in BMI in the longitudinal analyses may be caused by reduced height.
This study clarifies the recent emergence of serogroup W ST-11 disease globally, which, based on previous limited genetic analyses, appeared to be caused by highly-related strains.
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