Model

Struct Model 

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pub struct Model { /* private fields */ }

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impl Model

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pub fn load<P: AsRef<Path>>(path: P) -> CatBoostResult<Self>

Load a model from a file

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pub fn load_buffer<P: AsRef<Vec<u8>>>(buffer: P) -> CatBoostResult<Self>

Load a model from a buffer

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pub fn calc_model_prediction( &self, float_features: Vec<Vec<f32>>, cat_features: Vec<Vec<String>>, ) -> CatBoostResult<Vec<f64>>

Calculate raw model predictions on float features and string categorical feature values

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pub fn calc_predict_proba( &self, float_features: Vec<Vec<f32>>, cat_features: Vec<Vec<String>>, ) -> CatBoostResult<Vec<f64>>

Apply sigmoid to get predict probability

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pub fn get_float_features_count(&self) -> usize

Get expected float feature count for model

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pub fn get_cat_features_count(&self) -> usize

Get expected categorical feature count for model

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pub fn get_tree_count(&self) -> usize

Get number of trees in model

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pub fn get_dimensions_count(&self) -> usize

Get number of dimensions in model

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impl Drop for Model

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fn drop(&mut self)

Executes the destructor for this type. Read more
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impl Send for Model

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impl Sync for Model

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.