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Modeling error (especially sampling error) instead of replicable and informative relationships among variables improves model fit statistics, but reduces parsimony, and worsens explanatory and predictive validity.

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How to split UNSW-NB15 dataset (full dataset) to training/validating/testing set for trainin...

Use stratified random sampling to maintain the benign/malware ratio in your sets. More advanced stratified sampling may be warranted, but you need learn the topic. For example, if you know of a predic …
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