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Care must be taken, that no information from test sets leaks into the training set, either performing certain steps (frequently supervised feature generation or selection) for the complete dataset or by "optimizing" parameters until the resulting model fits a particular test set by chance.
Looking at the resistance exercise logs all supervising physical therapists frequently modified the resistance training protocol in case subjects could not perform the 8 12 repetitions without complaints.
The Murphys, who had been studying painting with one of Diaghilev's designers, Natalia Goncharova, went to the company's atelier in the Belleville quarter to help repaint the décors for "Scheherazade," "Pulcinella," and other ballets, and Picasso, Braque, Derain, Bakst, and other Diaghilev artists came by frequently to supervise the work and comment on it.
2. Supervised supervision.
It seems like it was only a few weeks ago that Boehner, still feeling buoyant from Pope Francis' visit to Congress, made the decision that his moment had come: Time to retire and pass the responsibility for supervising the House Republicans' frequently fractious caucus into another member's hands.
CRF was reviewed for completeness and consistency by authors VL and IT, who frequently perform and supervise thoracentesis.
Fluent in all genres, he meticulously explores an artist's oeuvre to select tracks in just the right sequence, compiles the finest liner notes, photos and other accompanying information to create a compelling, comprehensive story and supervises remastering so the songs frequently sound better than the originals.
During the last five years of his reign, the Shah took an anticancer drug prescribed by two French doctors who commuted frequently to Teheran to supervise his medical care.
Also the laboratory technicians reported that they were frequently (4× per year) supervised by the wasor.
One provider focus group agreed that senior staff fail to adequately supervise medical students during clinical rotations, and are frequently absent or late in reporting for duty.
Until nearly the end, Newton presided at the Royal Society (frequently dozing through the meetings) and supervised the mint.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com