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Among the first devices external to the human body that are considered instruments are rattles, stampers, and various drums.
We also considered instruments' applicability in all settings, not just primary care.
We did not restrict the search to instruments measuring the frequency, intensity and total amount of physical activity, but also considered instruments assessing "related constructs" and/or subscales that focused on symptoms (physical and mental) or complaints/concerns associated with physical activity.
For predominant instrument recognition, the three considered instruments can be almost perfectly distinguished with an error rate of 1.1% by using the auditory features and either linear SVM or RF.
Mean pitch of the melody: We restrict the minimum and maximum allowed pitches for the melody to the pitch range of the three considered instruments which is from E3 (165 Hz) to A6 (1047 Hz).
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Examiners are also considering instruments that are not carried on banks' balance sheets.
Most research, however, considers instruments in isolation, and only rarely in the context of political constraints on instrument use, or for alternative policy goals.
Instructors may also wish to consider instruments that measure understanding of geological processes (Dodick and Orion 2003b), or the nature of science (Chen 2006).
We consider instruments that consist of N items, with m possible scores for each item.
Since our goal was to establish a baseline data set for Israeli spiritual care needs and desires, we did not consider instruments designed for spiritual assessment or spiritual history taking.
Modifications or updates of previously published instruments were considered new instruments and included.
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