pub struct FactorAnalysisResult {
pub loadings: Array2<f64>,
pub noise_variance: Array1<f64>,
pub scores: Array2<f64>,
pub mean: Array1<f64>,
pub log_likelihood: f64,
pub n_iter: usize,
pub explained_variance_ratio: Array1<f64>,
pub communalities: Array1<f64>,
}Expand description
Result of factor analysis
Fields§
§loadings: Array2<f64>Factor loadings matrix (p x k)
noise_variance: Array1<f64>Specific variances (unique factors)
scores: Array2<f64>Factors scores for training data (n x k)
mean: Array1<f64>Mean of training data
log_likelihood: f64Log-likelihood of the model
n_iter: usizeNumber of iterations until convergence
explained_variance_ratio: Array1<f64>Proportion of variance explained by each factor
communalities: Array1<f64>Communalities (proportion of variance in each variable explained by factors)
Trait Implementations§
Source§impl Clone for FactorAnalysisResult
impl Clone for FactorAnalysisResult
Source§fn clone(&self) -> FactorAnalysisResult
fn clone(&self) -> FactorAnalysisResult
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for FactorAnalysisResult
impl RefUnwindSafe for FactorAnalysisResult
impl Send for FactorAnalysisResult
impl Sync for FactorAnalysisResult
impl Unpin for FactorAnalysisResult
impl UnwindSafe for FactorAnalysisResult
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
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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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
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>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.