Exact(9)
They reported a precision value of 0.0676 and a recall value of 0.9200.
More specifically, fifteen out of the eighteen categories now have a precision value of one (1) compared to only one category in the whole document approach.
With SUB-1, Markov-chain with a fixed length of 3 achieved a precision value of 79.87 %, but with a different fixed length, there was a significant drop in the precision value.
With client-M4, the P-DPA_M1 achieved a Precision value of 83.09 % and the P-DPA_MN achieved a Precision of 82.38 %, while the Markov-chain algorithm with a fixed length of 3 achieved 31.76 %.
With client-F8, P-DPA_MN achieved a Precision of 50.03 %, P-DPA_M1 achieved 48.92 % and Markov-chain achieved 44.20 % using a fixed length of 3. The extreme regularity of client-S2 helped both algorithms, P-DPA and Markov-chain, to achieve a Precision value of 100%%.
An ideal PR curve will have a precision value of 1 for all values of recall.
Similar(51)
In the case of S1, a large number of false positives are predicted, giving a poor precision value of 0.07.
All the scenarios are with a fixed precision value of 9.
The overhead metric shows that there is little gain in curation efficiency with filtering strategies of a precision value above a certain level, say > 80%.
Average sampling efficiencies of 78.1% and an average precision value of 10.6% (as relative standard deviation, RSD), were obtained for the selected group of phenols.
For example, when recall = 0.4, our scheme with the inter-component dependency can obtain a precision of 71.1 %, a precision value about 14.2%% higher than [13].
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