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example.yaml
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example.yaml
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definitions:
- name: example
ensembles:
- n: 1000
- n: 5000
features:
- type: "FLOAT"
distribution:
type: "GAUSSIAN"
parameters:
mu: 10.0
sigma: 2.0
- type: "INTEGER"
distribution:
type: "DISCRETE_GAUSSIAN"
parameters:
mu: 15
sigma: 2
- type: "FLOAT"
distribution:
type: "GAUSSIAN"
parameters:
mu: 2.0
sigma: 2.0
- type: "STRING"
distribution:
type: "CATEGORICAL"
parameters:
categories:
- {value: "True", probability: 0.2}
- {value: "False", probability: 0.8}
- type: "FLOAT"
distribution:
type: "GAUSSIAN"
parameters:
mu: 100.0
sigma: 2.5
- type: "INTEGER"
distribution:
type: "DISCRETE_GAUSSIAN"
parameters:
mu: 15
sigma: 2
- type: "FLOAT"
distribution:
type: "GAUSSIAN"
parameters:
mu: 0.0
sigma: 2.0
- type: "STRING"
distribution:
type: "CATEGORICAL"
parameters:
categories:
- { value: "ON", probability: 0.45 }
- { value: "OFF", probability: 0.55 }
- type: "FLOAT"
distribution:
type: "GAUSSIAN"
parameters:
mu: -10.0
sigma: 20.5
- type: "STRING"
distribution:
type: "CATEGORICAL"
parameters:
categories:
- { value: "VALID", probability: 0.6 }
- { value: "INVALID", probability: 0.2 }
- { value: "UNKNOWN", probability: 0.2 }