[−][src]Struct fanova::FanovaOptions
fANOVA options.
Implementations
impl FanovaOptions
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pub fn new() -> Self
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Make FanovaOptions
with the default settings.
pub fn random_forest(self, options: RandomForestOptions) -> Self
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Sets the RandomForestOptions
.
The default value is RandomForestOptions::default()
.
pub fn parallel(self) -> Self
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Enables parallel executions of Fanova::{fit, quantify_importance}
.
This library use rayon
for parallel execution.
Please see the rayon document if you want to configure the behavior
(e.g., the number of worker threads).
pub fn fit(
self,
features: Vec<&[f64]>,
target: &[f64]
) -> Result<Fanova, FitError>
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self,
features: Vec<&[f64]>,
target: &[f64]
) -> Result<Fanova, FitError>
Builds an fANOVA model for the given features and target.
Trait Implementations
impl Clone for FanovaOptions
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fn clone(&self) -> FanovaOptions
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fn clone_from(&mut self, source: &Self)
1.0.0[src]
impl Debug for FanovaOptions
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impl Default for FanovaOptions
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Auto Trait Implementations
impl RefUnwindSafe for FanovaOptions
impl Send for FanovaOptions
impl Sync for FanovaOptions
impl Unpin for FanovaOptions
impl UnwindSafe for FanovaOptions
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
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fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<V, T> VZip<V> for T where
V: MultiLane<T>,
V: MultiLane<T>,