Book a Demo!
CoCalc Logo Icon
StoreFeaturesDocsShareSupportNewsAboutPoliciesSign UpSign In
ibm
GitHub Repository: ibm/watson-machine-learning-samples
 Path: blob/master/cpd5.1/models/spark/product-line-prediction/meta/product-line-model-meta.json
6405 views
1
{

2
  "name": "Product Line Prediction Model",

3
  "project_id": "...",

4
  "space_id": "...",

5
  "description": "Classifies product line for person based on personal information.",

6
  "type": "mllib_3.2",

7
  "software_spec": {

8
    "id": "5c1b0ca2-4977-5c2e-9439-ffd44ea8ffe9"

9
  },

10
  "pipeline": {

11
    "id": "...",

12
    "rev": "..."

13
  },

14
  "domain": "marketing",

15
  "schemas": {

16
    "input": [

17
      {

18
        "fields": [

19
          {

20
            "metadata": {},

21
            "name": "GENDER",

22
            "nullable": true,

23
            "type": "string"

24
          },

25
          {

26
            "metadata": {},

27
            "name": "AGE",

28
            "nullable": true,

29
            "type": "integer"

30
          },

31
          {

32
            "metadata": {},

33
            "name": "MARITAL_STATUS",

34
            "nullable": true,

35
            "type": "string"

36
          },

37
          {

38
            "metadata": {},

39
            "name": "PROFESSION",

40
            "nullable": true,

41
            "type": "string"

42
          },

43
          {

44
            "metadata": {

45
              "modeling_role": "target"

46
            },

47
            "name": "PRODUCT_LINE",

48
            "nullable": true,

49
            "type": "string"

50
          }

51
        ],

52
        "id": "1",

53
        "type": "struct"

54
      }

55
    ],

56
    "output": [

57
      {

58
        "id": "out_1",

59
        "fields": [

60
          {

61
            "metadata": {},

62
            "name": "GENDER",

63
            "nullable": true,

64
            "type": "string"

65
          },

66
          {

67
            "metadata": {},

68
            "name": "AGE",

69
            "nullable": true,

70
            "type": "integer"

71
          },

72
          {

73
            "metadata": {},

74
            "name": "MARITAL_STATUS",

75
            "nullable": true,

76
            "type": "string"

77
          },

78
          {

79
            "metadata": {},

80
            "name": "PROFESSION",

81
            "nullable": true,

82
            "type": "string"

83
          },

84
          {

85
            "metadata": {

86
              "modeling_role": "target"

87
            },

88
            "name": "PRODUCT_LINE",

89
            "nullable": true,

90
            "type": "string"

91
          },

92
          {

93
            "name": "probability",

94
            "type": "array"

95
          },

96
          {

97
            "name": "prediction",

98
            "type": "double"

99
          },

100
          {

101
            "name": "predictedLabel",

102
            "type": "string"

103
          }

104
        ]

105
      }

106
    ]

107
  },

108
  "label_column": "PRODUCT_LINE"

109
}

110


111