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BioMed Research International
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2015
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Article
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Tab 3
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Research Article
Using the eServices Platform for Detecting Behavior Patterns Deviation in the Elderly Assisted Living: A Case Study
Table 3
Model’s evaluation.
Model
Hit rate
Is_Alert = false
Hit rate
Is_Alert = true
Area under the ROC curve
M1
0,98
0,499
0,551
M2
0,98
0,499
0,551
M3
0,858
0,945
0,814
M4
0,85
0,955
0,823
M5
0,983
0,244
0,254
M6
0,983
0,244
0,254
M7
0,989
0,889
0,881
M8
0,969
1
0,986