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Children should always be supervised when using a knife for any purpose.
Children should be supervised when using it.
Children should be supervised when using glowsticks.
Children should be supervised when using sharp objects, sewing machines or glue guns.
Children should be supervised when using knives, scissors, and heat for some of these projects.
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Children should always be supervised when sharp objects and heating apparatuses are in use.
Children making a paper book should be closely supervised when using scissors.
These choices were appropriate when using supervised learning approaches, e.g. 'support vector machines', but were unnecessary and degraded performance when using random-forest a method based on scale invariant decision rules.
Marker data were supervised manually using the GenCall software (Illumina).
The problem of over-fitting can potentially be a real concern for the supervised techniques (MGD, MDA, ANN) and evaluations of their performances are more accurate when using cross-validation procedures.
SVMs [ 37] are supervised learning methods used primarily for classification.
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