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. 2021 Jul 29;7:e641. doi: 10.7717/peerj-cs.641

Table 21. Web-KB – significance test of BLAB-SM against all measures.

Measure MAE MSE Std error Confidence interval
Manhattan 0.602047015 0.362962271 0.002891546 [0.39216701–0.40373895]
Euclidean 0.239183835 0.058129364 0.003916753 [0.75297875–0.76865356]
Cosine 0.238087691 0.057424802 0.003509637 [0.75488953–0.76893507]
Jaccard 0.776096143 0.602833150 0.002909542 [0.21808187–0.22972583]
KLD 0.777548864 0.605136971 0.003040655 [0.21636679–0.22853547]
SMTP 0.195668251 0.038413104 0.001455103 [0.80142009–0.80724340]
Ex-Jaccard 0.240649762 0.058737734 0.003709056 [0.75192843–0.76677204]
BLAB-SM 0.186283068 0.034801849 0.001294012 [0.81112761–0.81630624]

Note:

The smaller the values of MAE, MSE and Std error, the better the similarity measure is. Bolded numerical values in the BLAB-SM, SMTP and Ex-Jaccard rows are the best measure whose values of MAE, MSE and Std error are the smallest.