Python* API Reference for Intel® Data Analytics Acceleration Library 2019
Model of the classifier trained by the svm.training.Batch algorithm More...
Public Member Functions | |
| def | serializationTag |
| def | getSerializationTag |
| def | downCast |
| def | create |
| def | getSupportVectors |
| def | getSupportIndices |
| def | getClassificationCoefficients |
| def | getBias |
| def | setBias |
| def | getNumberOfFeatures |
| def | __init__ |
Public Member Functions inherited from Model | |
| def | getNFeatures |
| def | getNumberOfFeatures |
| def | setNFeatures |
Public Member Functions inherited from Model | |
| def | __init__ |
| def | getSerializationTag |
Public Member Functions inherited from SerializationIface | |
| def | serialize |
| def | deserialize |
| def | getSerializationTag |
Public Member Functions inherited from Base | |
| def | __init__ |
| def __init__ | ( | self, | |
| args | |||
| ) |
Empty constructor for deserialization
Constructs the SVM model
| dummy | Dummy variable for the templated constructor |
| nColumns | Number of features in input data |
| layout | Data layout of the numeric table of support vectors |
Constructs the SVM model
| dummy | Dummy variable for the templated constructor |
| nColumns | Number of features in input data |
| layout | Data layout of the numeric table of support vectors |
float64float32 | def create | ( | stat = None | ) |
Constructs empty SVM model for deserialization
| stat | Status of the model construction |
| def downCast | ( | r | ) |
downCast(daal.services.SharedPtr< daal.algorithms.classifier.Model > const & r) -> daal.services.SharedPtr< daal.algorithms.svm.Model >
| def getBias | ( | self | ) |
Returns the bias constructed during the training of the SVM model
| def getClassificationCoefficients | ( | self | ) |
Returns classification coefficients constructed during the training of the SVM model
| def getNumberOfFeatures | ( | self | ) |
Retrieves the number of features in the dataset was used on the training stage
| def getSerializationTag | ( | self | ) |
getSerializationTag(Model self) -> int
| def getSupportIndices | ( | self | ) |
Returns indices of the support vectors constructed during the training of the SVM model
| def getSupportVectors | ( | self | ) |
Returns support vectors constructed during the training of the SVM model
| def serializationTag | ( | ) |
serializationTag() -> int
| def setBias | ( | self, | |
| bias | |||
| ) |
Sets the bias for the SVM model
| bias | Bias of the model |
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