Struct automl::settings::LogisticRegressionParameters

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pub struct LogisticRegressionParameters<T> where
    T: RealNumber,  {
    pub solver: LogisticRegressionSolverName,
    pub alpha: T,
}

Expand description

Parameters for logistic regression (re-export from Smartcore) Logistic Regression parameters

Fields

solver: LogisticRegressionSolverName

Solver to use for estimation of regression coefficients.

alpha: T

Regularization parameter.

Implementations

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impl<T> LogisticRegressionParameters<T> where
T: RealNumber,

Parameters for logistic regression (re-export from Smartcore)

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pub fn with_solver(
self,
solver: LogisticRegressionSolverName
) -> LogisticRegressionParameters<T>

Solver to use for estimation of regression coefficients.

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pub fn with_alpha(self, alpha: T) -> LogisticRegressionParameters<T>

Regularization parameter.

Trait Implementations

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impl<T> Clone for LogisticRegressionParameters<T> where
T: Clone + RealNumber,

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fn clone(&self) -> LogisticRegressionParameters<T>

Returns a copy of the value. Read more

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

Performs copy-assignment from source. Read more

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impl<T> Debug for LogisticRegressionParameters<T> where
T: Debug + RealNumber,

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

Formats the value using the given formatter. Read more

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impl<T> Default for LogisticRegressionParameters<T> where
T: RealNumber,

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fn default() -> LogisticRegressionParameters<T>

Returns the “default value” for a type. Read more

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impl<'de, T> Deserialize<'de> for LogisticRegressionParameters<T> where
T: RealNumber + Deserialize<'de>,

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fn deserialize<D>(
deserializer: D
) -> Result<LogisticRegressionParameters<T>, <D as Deserializer<'de>>::Error> where
__D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

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impl<T> Serialize for LogisticRegressionParameters<T> where
T: RealNumber + Serialize,

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

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations

impl<T> RefUnwindSafe for LogisticRegressionParameters<T> where
T: RefUnwindSafe,

impl<T> Send for LogisticRegressionParameters<T> where
T: Send,

impl<T> Sync for LogisticRegressionParameters<T> where
T: Sync,

impl<T> Unpin for LogisticRegressionParameters<T> where
T: Unpin,

impl<T> UnwindSafe for LogisticRegressionParameters<T> where
T: UnwindSafe,

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,

const: unstable · source

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,

const: unstable · source

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

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · 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.

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

type Owned = T

The resulting type after obtaining ownership.

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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

impl<V, T> VZip<V> for T where
V: MultiLane<T>,

fn vzip(self) -> V

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Struct automl::settings::LogisticRegressionParameters

Fields

Implementations

impl<T> LogisticRegressionParameters<T> where T: RealNumber,

pub fn with_solver( self, solver: LogisticRegressionSolverName) -> LogisticRegressionParameters<T>

pub fn with_alpha(self, alpha: T) -> LogisticRegressionParameters<T>

Trait Implementations

impl<T> Clone for LogisticRegressionParameters<T> where T: Clone + RealNumber,

fn clone(&self) -> LogisticRegressionParameters<T>

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

impl<T> Debug for LogisticRegressionParameters<T> where T: Debug + RealNumber,

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

impl<T> Default for LogisticRegressionParameters<T> where T: RealNumber,

fn default() -> LogisticRegressionParameters<T>

impl<'de, T> Deserialize<'de> for LogisticRegressionParameters<T> where T: RealNumber + Deserialize<'de>,

fn deserialize<__D>( __deserializer: __D) -> Result<LogisticRegressionParameters<T>, <__D as Deserializer<'de>>::Error> where __D: Deserializer<'de>,

impl<T> Serialize for LogisticRegressionParameters<T> where T: RealNumber + Serialize,

fn serialize<__S>( &self, __serializer: __S) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error> where __S: Serializer,

Auto Trait Implementations

impl<T> RefUnwindSafe for LogisticRegressionParameters<T> where T: RefUnwindSafe,

impl<T> Send for LogisticRegressionParameters<T> where T: Send,

impl<T> Sync for LogisticRegressionParameters<T> where T: Sync,

impl<T> Unpin for LogisticRegressionParameters<T> where T: Unpin,

impl<T> UnwindSafe for LogisticRegressionParameters<T> where T: UnwindSafe,

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

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

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

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

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

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for T where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T where T: for<'de> Deserialize<'de>,

impl<T> LogisticRegressionParameters<T> where
T: RealNumber,

pub fn with_solver(
self,
solver: LogisticRegressionSolverName
) -> LogisticRegressionParameters<T>

impl<T> Clone for LogisticRegressionParameters<T> where
T: Clone + RealNumber,

impl<T> Debug for LogisticRegressionParameters<T> where
T: Debug + RealNumber,

impl<T> Default for LogisticRegressionParameters<T> where
T: RealNumber,

impl<'de, T> Deserialize<'de> for LogisticRegressionParameters<T> where
T: RealNumber + Deserialize<'de>,

fn deserialize<D>(
deserializer: D
) -> Result<LogisticRegressionParameters<T>, <D as Deserializer<'de>>::Error> where
__D: Deserializer<'de>,

impl<T> Serialize for LogisticRegressionParameters<T> where
T: RealNumber + Serialize,

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

impl<T> RefUnwindSafe for LogisticRegressionParameters<T> where
T: RefUnwindSafe,

impl<T> Send for LogisticRegressionParameters<T> where
T: Send,

impl<T> Sync for LogisticRegressionParameters<T> where
T: Sync,

impl<T> Unpin for LogisticRegressionParameters<T> where
T: Unpin,

impl<T> UnwindSafe for LogisticRegressionParameters<T> where
T: UnwindSafe,

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

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

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

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

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

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

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

impl<V, T> VZip<V> for T where
V: MultiLane<T>,

impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,