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. 2020 May 28;8(5):e16452. doi: 10.2196/16452

Table 4.

Breakdown of methods used by studies applying SPSS TwoStep (N=7).

Data type, dissimilarity, and scaling of continuous features Categorical features encoded as binary? Value, n (%)
Continuous

Euclidean assumed


No details N/Aa 1 (14)
Mixed

Log-likelihood assumed


Scaled to lie in the interval 0 to 1 Yes 1 (14)


z-scores No 1 (14)


No details Yes 2 (29)

Log-likelihood stated


Scaled but method unspecified No 1 (14)


No details No 1 (14)

aN/A: not applicable (irrelevant for continuous features).