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Several empirical studies have investigated the extent of bias induced by performing preliminary supervised variable selection before CV.
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With the exception of some preliminary work supervised by Italian architects, the firm converted the rustic stone structure, which had stalls and hay storage but no flush toilet, into a seven-bedroom three-bath villa, with a home theater, a wine cellar, two outdoor showers, a pool and an elaborate outdoor living area that Ms. Muller calls "the pergola".
LR and CM conducted the immunological assays and preliminary data analyses supervised by FM and DC.
Fidelity rating for the intervention will first be evaluated in the preliminary phase of supervised pilot sessions; this consists of 4 pilot groups which will be scheduled to complete prior to the main trial to enable further training for facilitators.
- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.
The RBFN can be initiated automatically via the use of advanced clustering algorithms adapted to supervised contexts to find preliminary cells.
An open campus in high school, with a closely supervised setting, is a good preliminary experience for them".
The current study used supervised k-NN classifiers for a preliminary assessment of ranked features.
The results of unsupervised classification procedure was used as a guide for the selection of training sites for supervised classification, and it also provided a preliminary information about the potential spectral clusters to be assigned to thematic classes.
In this sense, one can consider the supervised fuzzy clustering to be a framework of preliminary data analysis providing with a thorough insight into the structure of the data and supporting the ensuing design of detailed classifiers.
Unsupervised, supervised and simple knowledge-based classifications were used in the preliminary stage to develop visual representations of soil-landscape patterns and to plan for field data collection.
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