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As expected, the results shows that with a small semi-supervision, the accuracy is ruled by the chosen samples, and as the number of active samples increases, the variance decreases.
In these two figures is possible to see an interesting characteristics of (1~%) supervision, some samples are capable to improve the accuracy in more than (5~%), as the base in black in Fig. 8a and in blue in Fig. 8b.
However, the accuracy for bases with (50~%) of supervision in the second dataset is greater than the first dataset, where after the active learning the accuracy is (95~%).
It can be noted that the accuracy starts at a higher value than (1~%) of semi-supervision and increases smoother for all metrics and the random selection.
This information was used to assess the accuracy of responses provided by HSAs by mobile phone interviews for retrospective events: supervision, mentoring, and medicine stock-outs.
In addition, there seems to a need for continued training and regular supervision of the staff, provision of guidelines and quality assessment tool for blood smear microscopy, which would increase the accuracy of malaria diagnosis.
"The accuracy was perfect".
The accuracy is uncanny.
The accuracy is iffy.
That destroys the accuracy completely.
The accuracy brought shivers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com