risk_engine/demo/flow_scorecard.yaml at master · skyhackvip/risk_engine · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
key: flow_scorecard
version: 1.0
label: 评分卡决策流
metadata:
  author: hepeng
  group: github
decision_flow:
  - flow_node:
    node_name: start_1
    node_kind: start
    next_node_name: scorecard_1
    next_node_kind: scorecard
  - flow_node:
    node_name: scorecard_1
    node_kind: scorecard
    next_node_name: end_1
    next_node_kind: end
  - flow_node:
    node_name: end_1
    node_kind: end
    next_node_name:
    next_node_kind:
scorecards:
  - scorecard:
    info:
      id: 1
      name: scorecard_1
      tag: my_scorecard
      label: 测试评分卡
      kind: scorecard
      depends: [num, sex, age]
    strategy:
      output_name: my_scorecard
      output_kind: float
      logic: sum
    blocks:
    - block:
      name: num_block
      feature: num
      conditions:
      - condition:
        operator: LT
        value: 20
        result: 1
      - condition:
        operator: BETWEEN
        value: [20,30]
        result: 2
      - condition:
        operator: BETWEEN
        value: [30,50]
        result: 3
      - condition:
        operator: BETWEEN
        value: [50,100]
        result: 4
      - condition:
        operator: GT
        value: 100
        result: 5
    - block:
      name: sex_block
      feature: sex
      conditions:
      - condition:
        operator: EQ
        value: M
        result: 10
      - condition:
        operator: EQ
        value: F
        result: 30
    - block:
      name: age_block
      feature: age
      conditions:
      - condition:
        operator: LT
        value: 18
        result: 10
      - condition:
        operator: BETWEEN
        value: [18,50]
        result: 50
      - condition:
        operator: GT
        value: 50
        result: 20
features:
  - feature:
    id: 1
    name: num
    tag: aa
    label: 数字
    kind: float
  - feature:
    id: 2
    name: sex
    tag: aa
    label: 性别
    kind: string
  - feature:
    id: 3
    name: age
    tag: aa
    label: 年龄
    kind: int