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On the VAS patients expected an improvement and recalled improvement, but according to their actual ratings they remained stable.
Similar(59)
As hypothesized, at the group level the predicted and recalled improvements on the TTO were similar to the actual improvements.
Comparing the valuations given on the VAS with valuations given on the TTO it seems that respondents on the VAS more often over predicted and under recalled their improvement (Table 4).
RecallUK have developed a four step product recall improvement plan which would the be the logical way ahead and I fully support it.
Nevertheless, this recall improvement remains relatively low.
In another example Fareed et al. (2010), an evaluation of recall improvement of learner memory was generated by defining recall accuracy as the ratio of the number of questions attempted correctly to the total number of questions.
These results demonstrate again that machine learning-based tools allow for better precision than rule-based systems, although a need for recall improvement is still present.
In 2007, a massive effort was put into adding synonyms in GO (from 19 727 to 55 691): this effort led to a sensible Recall improvement (+14%) in 2008, yet this remained modest and did not impact the precision.
The government recalls home improvement books.
Note that precision and recall improvements are equal for a fixed number of predictions.
Figure 4 Precision and recall improvements using the regularity metric (on phonecalls, learning set) compared to (pmb{s_{5} }) benchmark for several degree classes.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com