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