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Table 2 Algorithm parameters

From: Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner

Parameter

Description

Values Tested

Optimal Values

Training ratio

Ratio of training to verification data

75% training and 25% verification

90% training and 10% verification

75% training and 25% verification

Training CDEs per BRIDG class

Determines the training list

4–10

8

Similarity threshold

Determines the threshold for considering two words to be similar

0.6–1.0

0.7 or 0.8