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Limited feature set drift in time.

Fig. 18 Feature set drift in the PDF dataset.

As Section 4.3.3 shows, SPC is effectively used to reduce feature set drift in Hidost.

Overall, the introduction of SPC in Hidost reduced feature set drift by around 50%%.

We refer to changes in the feature set caused by periodic feature selection as feature set drift.

However, SPC has a strong positive effect on feature set drift. Figure 18 illustrates feature set drift in our experiment with periodic retraining and periodic feature selection on PDF data.

PDF is more susceptible to feature set drift than SWF due to the flexibility of its structural path definition.

The reduced attack surface and limited feature set drift represent an important contribution to the operational security of Hidost as a machine-learning-based detector.

Rosebay willowherb I have known for ever, as a postwar adventurer in railways cuttings and abandoned gun batteries, setting off drifts of their parachute seeds with every step.

Around Us seems set to drift into Coldplay epic-intimacy territory, but ends with Birgisson on his knees, testifying in a laser-beam falsetto over hiccupping, mesmerising glitch-pop.

In the meantime, stocks seem set to drift aimlessly.