Exact(10)
It removes the data that is below the PMI values.
To avoid considering negative PMI values, only positive weights in Eq. (2) is considered [30].
Note that PMI values can become negative in practice even after discounting for rare occurrences.
To compute the PMI values in feature vectors, the co-occurrence information between numerous tags should be stored.
The most informative topics for each emotion are then identified and ranked by the decreasing order of their normalized PMI values.
Evident from both, the normalized PMI values and the most likely words for individual topics, there is a strong overlap between happy-angry and neutral-sad emotions.
Similar(50)
A PMI value of 3 bits is additionally reported in case of JPC scheme, where Grassmannian codebooks are used.
As above, Nigersaurus had the highest PMI value (95%).
According to the PMI value, 30.4% of the patients in the control group received inadequate pain treatment.
In our study, the mean PMI value was negative in the control group (mean, -0.261; median, 0; and range, -2 to 1).
However, in the GPM group, the mean PMI value was significantly higher and above 0 (mean, 0.083; median, 0; and range, -2 to 1), and the proportion of under-treatment decreased to 13.8%.
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