Crate liblinear

liblinear

liblinear is a Rust wrapper for the LIBLINEAR C/C++ machine learning library.

Modules

• util
  Utility structs and functions for reading/generating training and prediction data.

Structs

• Builder
  Primary model builder. Functions as the entry point into the API.
• FeatureNode
  Represents a single feature in a sparse feature vector.
• ParameterBuilder
  Builder for LibLinearParameter.
• ProblemBuilder
  Builder for LibLinearProblem.
• Serializer
  Helper struct to serialize and deserialize LibLinearModel instances.

Enums

• ModelError
  Errors raised by a model’s API call.
• ParameterError
  Errors related to a model’s parameters.
• ProblemError
  Errors related to a model’s input/training data.
• SolverType
  Types of generalized linear models supported by liblinear.

Traits

• HasLibLinearParameter
  Super-trait of LibLinearModel and LibLinearCrossValidator.
• HasLibLinearProblem
  Super-trait of LibLinearModel and LibLinearCrossValidator.
• LibLinearCrossValidator
  Represents a linear model that can be used for validation.
• LibLinearModel
  Represents a linear model that can be used for prediction.
• LibLinearParameter
  Represents the tunable parameters of a model.
• LibLinearProblem
  Represents a one-to-one mapping of source features to target values.

Functions

• liblinear_version
  The version of the bundled liblinear C-library.
• toggle_liblinear_stdout_output
  Toggles the log output liblinear prints to the program’s stdout.