sklears_kernel_approximation::nlp_kernels

Struct FittedTextKernelApproximation

pub struct FittedTextKernelApproximation {
    pub n_components: usize,
    pub max_features: usize,
    pub ngram_range: (usize, usize),
    pub min_df: usize,
    pub max_df: f64,
    pub use_tf_idf: bool,
    pub use_hashing: bool,
    pub sublinear_tf: bool,
    pub vocabulary: HashMap<String, usize>,
    pub idf_values: Array1<f64>,
    pub random_weights: Array2<f64>,
}

Expand description

FittedTextKernelApproximation

Fields§

§n_components: usize

n_components

§max_features: usize

max_features

§ngram_range: (usize, usize)

ngram_range

§min_df: usize

min_df

§max_df: f64

max_df

§use_tf_idf: bool

use_tf_idf

§use_hashing: bool

use_hashing

§sublinear_tf: bool

sublinear_tf

§vocabulary: HashMap<String, usize>

vocabulary

§idf_values: Array1<f64>

idf_values

§random_weights: Array2<f64>

random_weights

Trait Implementations§

Source §

impl Clone for FittedTextKernelApproximation

Source §

fn clone(&self) -> FittedTextKernelApproximation

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

Source §

impl Debug for FittedTextKernelApproximation

Source §

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Source §

impl<'de> Deserialize<'de> for FittedTextKernelApproximation

Source §

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

Source §

impl Serialize for FittedTextKernelApproximation

Source §

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Source §

impl Transform<Vec<String>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>> for FittedTextKernelApproximation

Source §

fn transform(&self, documents: &Vec<String>) -> Result<Array2<f64>>

Transform the input data

Auto Trait Implementations§

§

impl UnwindSafe for FittedTextKernelApproximation

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §