|
(Strategy) Fitted Model
|
Total % Correct
|
Sensitivity
|
Specificity
|
+ Predictive Value (PPV)
|
- Predictive Value (NPV)
|
|---|
|
Model based on Vaud-Fribourg women (n = 572), cross-validated on Ticino women (n = 741).
|
|
(0) No
|
78 c
|
0
|
100
|
0
|
78
|
|
Model
a
|
(74) d
|
(0)
|
(100)
|
(0)
|
(74)
|
|
(1) Linear
|
78
|
19
|
95
|
53
|
80
|
|
Regression
|
(76)
|
(33)
|
(91)
|
(55)
|
(79)
|
|
(2) Logistic
|
78
|
19
|
95
|
53
|
80
|
|
Classification
|
(75)
|
(32)
|
(91)
|
(54)
|
(79)
|
|
(3) 3-Node
|
80
|
40
|
92
|
59
|
84
|
|
Reg. Tree
d
|
(75)
|
(45)
|
(86)
|
(52)
|
(82)
|
|
(4) 3-Node
|
81
|
38
|
93
|
62
|
84
|
|
Class. Tree
e
|
(75)
|
(44)
|
(86)
|
(53)
|
(82)
|
|
Model based on Vaud-Fribourg men (n = 548), cross-validated on Ticino men (n = 688)
|
|
(0) No
|
62 c
|
100
|
0
|
62
|
0
|
|
Model
b
|
(64) d
|
(100)
|
(0)
|
(64)
|
(0)
|
|
(1) Linear
|
63
|
88
|
24
|
65
|
55
|
|
Regression
|
(69)
|
(91)
|
(30)
|
(70)
|
(65)
|
|
(2) Logistic
|
64
|
86
|
29
|
66
|
55
|
|
Classification
|
(68)
|
(88)
|
(33)
|
(70)
|
(60)
|
|
(3) 3-Node
|
65
|
78
|
45
|
70
|
56
|
|
Reg. Tree
d
|
(66)
|
(76)
|
(47)
|
(72)
|
(52)
|
|
(4) 5-Node
|
68
|
78
|
51
|
72
|
59
|
|
Class. Tree
f
|
(67)
|
(78)
|
(47)
|
(73)
|
(54)
|
-
a All women classified as non-dyslipidemic (modal category). b All men classified as dyslipidemic (modal category). c Resubstitution estimate. d (Cross-validation estimate). d Same variables and classifications as 3-node, full model regression tree. e Same variables and classifications as 3-node, full model classification tree. e Same variables and classifications as 5-node, full model classification tree.
