Struct TopicSVM

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pub struct TopicSVM<State = Untrained> {
    pub topic_model: TopicModel,
    pub svm: SVC<State>,
    pub use_topic_features: bool,
    pub use_topic_kernel: bool,
    pub topic_kernel: Option<TopicKernel>,
}

Expand description

Topic-enhanced SVM for text classification

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§topic_model: TopicModel§svm: SVC<State>§use_topic_features: bool§use_topic_kernel: bool§topic_kernel: Option<TopicKernel>

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impl TopicSVM<Untrained>

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pub fn new( topic_model: TopicModel, svm: SVC<Untrained>, use_topic_features: bool, use_topic_kernel: bool, ) -> Self

Create a new topic-enhanced SVM

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pub fn fit( self, x: &Array2<f64>, _y: &Array1<f64>, ) -> Result<TopicSVM<Trained>, TopicModelError>

Fit the topic-enhanced SVM

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impl TopicSVM<Trained>

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pub fn predict(&self, x: &Array2<f64>) -> Result<Array1<f64>, TopicModelError>

Predict using topic-enhanced SVM

Auto Trait Implementations§

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impl<State> UnwindSafe for TopicSVM<State>
where State: UnwindSafe,

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where T: 'static + ?Sized,

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