Python ModelLoader Examples

Example #1

File: odg.py Project: soedjais/augustus

from augustus.core.DataTable import DataTable
from augustus.core.DataTableFields import DataTableFields
from augustus.core.DataTableState import DataTableState
from augustus.core.DataTablePlots import DataTablePlots
from augustus.core.FakeFieldType import FakeFieldType

### functions
from augustus.core.Function import Function
from augustus.core.FunctionTable import FunctionTable
from augustus.core.FunctionTableExtra import FunctionTableExtra

### profiling
from augustus.core.PerformanceTable import PerformanceTable

### PMML implementation (commenting out the ones that are overridden by ODG-PMML)
modelLoader = ModelLoader()

# from augustus.pmml.PMML import PMML
# modelLoader.register("PMML", PMML)
# from augustus.pmml.DerivedField import DerivedField
# modelLoader.register("DerivedField", DerivedField)
from augustus.pmml.MiningField import MiningField
modelLoader.register("MiningField", MiningField)
from augustus.pmml.OutputField import OutputField
modelLoader.register("OutputField", OutputField)
from augustus.pmml.DefineFunction import DefineFunction
modelLoader.register("DefineFunction", DefineFunction)

from augustus.pmml.ModelVerification import ModelVerification
modelLoader.register("ModelVerification", ModelVerification)
from augustus.pmml.VerificationField import VerificationField

Example #2

from augustus.core.DataTable import DataTable
from augustus.core.DataTableFields import DataTableFields
from augustus.core.DataTableState import DataTableState
from augustus.core.DataTablePlots import DataTablePlots
from augustus.core.FakeFieldType import FakeFieldType

### functions
from augustus.core.Function import Function
from augustus.core.FunctionTable import FunctionTable
from augustus.core.FunctionTableExtra import FunctionTableExtra

### profiling
from augustus.core.PerformanceTable import PerformanceTable

### PMML implementation
modelLoader = ModelLoader()

from augustus.pmml.PMML import PMML
modelLoader.register("PMML", PMML)
from augustus.pmml.DerivedField import DerivedField
modelLoader.register("DerivedField", DerivedField)
from augustus.pmml.MiningField import MiningField
modelLoader.register("MiningField", MiningField)
from augustus.pmml.OutputField import OutputField
modelLoader.register("OutputField", OutputField)
from augustus.pmml.DefineFunction import DefineFunction
modelLoader.register("DefineFunction", DefineFunction)

from augustus.pmml.ModelVerification import ModelVerification
modelLoader.register("ModelVerification", ModelVerification)
from augustus.pmml.VerificationField import VerificationField

Example #3

File: strict.py Project: Huskyeder/augustus

from augustus.core.DataTable import DataTable
from augustus.core.DataTableFields import DataTableFields
from augustus.core.DataTableState import DataTableState
from augustus.core.DataTablePlots import DataTablePlots
from augustus.core.FakeFieldType import FakeFieldType

### functions
from augustus.core.Function import Function
from augustus.core.FunctionTable import FunctionTable
from augustus.core.FunctionTableExtra import FunctionTableExtra

### profiling
from augustus.core.PerformanceTable import PerformanceTable

### PMML implementation
modelLoader = ModelLoader()

from augustus.pmml.PMML import PMML
modelLoader.register("PMML", PMML)
from augustus.pmml.DerivedField import DerivedField
modelLoader.register("DerivedField", DerivedField)
from augustus.pmml.MiningField import MiningField
modelLoader.register("MiningField", MiningField)
from augustus.pmml.OutputField import OutputField
modelLoader.register("OutputField", OutputField)
from augustus.pmml.DefineFunction import DefineFunction
modelLoader.register("DefineFunction", DefineFunction)

from augustus.pmml.ModelVerification import ModelVerification
modelLoader.register("ModelVerification", ModelVerification)
from augustus.pmml.VerificationField import VerificationField

Example #4

File: odg.py Project: Huskyeder/augustus

from augustus.core.DataTable import DataTable
from augustus.core.DataTableFields import DataTableFields
from augustus.core.DataTableState import DataTableState
from augustus.core.DataTablePlots import DataTablePlots
from augustus.core.FakeFieldType import FakeFieldType

### functions
from augustus.core.Function import Function
from augustus.core.FunctionTable import FunctionTable
from augustus.core.FunctionTableExtra import FunctionTableExtra

### profiling
from augustus.core.PerformanceTable import PerformanceTable

### PMML implementation (commenting out the ones that are overridden by ODG-PMML)
modelLoader = ModelLoader()

# from augustus.pmml.PMML import PMML
# modelLoader.register("PMML", PMML)
# from augustus.pmml.DerivedField import DerivedField
# modelLoader.register("DerivedField", DerivedField)
from augustus.pmml.MiningField import MiningField
modelLoader.register("MiningField", MiningField)
from augustus.pmml.OutputField import OutputField
modelLoader.register("OutputField", OutputField)
from augustus.pmml.DefineFunction import DefineFunction
modelLoader.register("DefineFunction", DefineFunction)

from augustus.pmml.ModelVerification import ModelVerification
modelLoader.register("ModelVerification", ModelVerification)
from augustus.pmml.VerificationField import VerificationField