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License: GNU General Public License v2.0
Clustering and Link Prediction Evaluation in R
License: GNU General Public License v2.0
Suppose true_pairs
is represented as an integer array with canonical representation
[,1] [,2]
[1,] 25 107
[2,] 106 175
[3,] 108 203
but pred_pairs
is represented as a character array with canonical representation
[,1] [,2]
[1,] "106" "175"
[2,] "107" "25"
[3,] "108" "203"
The canonical representation of the pairs is different, due to the different lexicographic ordering of strings vs integers.
This case should raise a warning (at a minimum) in contingency_table_pairs
. The default behavior should potentially be to coerce both pairs to character mode?
Matt Barnes review several measures for evaluating ER in a tech report. We have already implemented most of them, but could consider adding:
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