pub struct MLPatternRecognitionSystem { /* private fields */ }Expand description
Machine Learning-based Error Pattern Recognition System
This advanced system uses ML techniques for sophisticated error pattern detection, prediction, and classification beyond simple rule-based approaches.
Implementations§
Source§impl MLPatternRecognitionSystem
impl MLPatternRecognitionSystem
Sourcepub fn with_config(config: MLSystemConfig) -> Self
pub fn with_config(config: MLSystemConfig) -> Self
Create with custom configuration
Sourcepub fn analyze_error_ml(&mut self, event: &ErrorEvent) -> MLAnalysisResult
pub fn analyze_error_ml(&mut self, event: &ErrorEvent) -> MLAnalysisResult
Analyze error with ML-based pattern recognition
Sourcepub fn train_incremental(&mut self, labeled_events: &[LabeledErrorEvent])
pub fn train_incremental(&mut self, labeled_events: &[LabeledErrorEvent])
Train the ML model with new data
Trait Implementations§
Auto Trait Implementations§
impl Freeze for MLPatternRecognitionSystem
impl RefUnwindSafe for MLPatternRecognitionSystem
impl Send for MLPatternRecognitionSystem
impl Sync for MLPatternRecognitionSystem
impl Unpin for MLPatternRecognitionSystem
impl UnsafeUnpin for MLPatternRecognitionSystem
impl UnwindSafe for MLPatternRecognitionSystem
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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> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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>
otherwise. Read more