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This can affect the generalization of our results, generating a threat to the external validity (Wohlin et al.2000) of the study.
Nevertheless, we acknowledge limitations in the type of events collected by our current setup, discussed in Section 7, but we believe that these limitations do not affect the generalization of the results of the proposed system.
On the one hand the reduction of the sample size may affect the generalization of the results, but it allows us to strengthen the analysis by exposing all remaining users to equal experimental settings.
Others have already reported that training on enhanced speech may reduce the acoustic variations seen during training and therefore may negatively affect the generalization of the DNN [44 – 46].
Cultural issues may therefore affect the generalization of our findings to other contexts.
28 There are several limitations of the current study that may affect the generalization of findings.
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This allows the applicability of our approaches into different product domains, positively affecting the generalization of our approaches.
Fourth, a majority (57%) of the participants was self-referred and it is possible that we had a very motivated patient population, affecting the generalization of the results.
As this also affects the generalization of the results, further trials including more severely impaired OCD patients are needed to investigate the effects of ICBT for OCD.
Further, the study was conducted in Sweden, a high-income country scoring high in health and social indexes, thus affecting the generalization of the results to countries with other living conditions.
A learning problem might have several measures of complexity (e.g., norm and dimensionality) that affect the generalization error.
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