LibSVM

coremltools.converters.libsvm._libsvm_converter.convert(libsvm_model, feature_names, target, input_length, probability)

Convert a support vector machine (SVM) model to the protobuf spec.

Supports:

• C-SVC

• nu-SVC

• Epsilon-SVR

• nu-SVR

Parameters:

model_path: libsvm_model

Libsvm representation of the model.

feature_names[str] | str

Names of each of the features.

target: str

Name of the predicted class column.

probability: str

Name of the class probability column. Only used for C-SVC and nu-SVC.

Returns:

model_spec: An object of type Model_pb.

Protobuf representation of the model