[−][src]Struct rusoto_glue::FindMatchesParameters
The parameters to configure the find matches transform.
Fields
accuracy_cost_tradeoff: Option<f64>
The value that is selected when tuning your transform for a balance between accuracy and cost. A value of 0.5 means that the system balances accuracy and cost concerns. A value of 1.0 means a bias purely for accuracy, which typically results in a higher cost, sometimes substantially higher. A value of 0.0 means a bias purely for cost, which results in a less accurate FindMatches
transform, sometimes with unacceptable accuracy.
Accuracy measures how well the transform finds true positives and true negatives. Increasing accuracy requires more machine resources and cost. But it also results in increased recall.
Cost measures how many compute resources, and thus money, are consumed to run the transform.
enforce_provided_labels: Option<bool>
The value to switch on or off to force the output to match the provided labels from users. If the value is True
, the find matches
transform forces the output to match the provided labels. The results override the normal conflation results. If the value is False
, the find matches
transform does not ensure all the labels provided are respected, and the results rely on the trained model.
Note that setting this value to true may increase the conflation execution time.
precision_recall_tradeoff: Option<f64>
The value selected when tuning your transform for a balance between precision and recall. A value of 0.5 means no preference; a value of 1.0 means a bias purely for precision, and a value of 0.0 means a bias for recall. Because this is a tradeoff, choosing values close to 1.0 means very low recall, and choosing values close to 0.0 results in very low precision.
The precision metric indicates how often your model is correct when it predicts a match.
The recall metric indicates that for an actual match, how often your model predicts the match.
primary_key_column_name: Option<String>
The name of a column that uniquely identifies rows in the source table. Used to help identify matching records.
Trait Implementations
impl Clone for FindMatchesParameters
[src]
pub fn clone(&self) -> FindMatchesParameters
[src]
pub fn clone_from(&mut self, source: &Self)
1.0.0[src]
impl Debug for FindMatchesParameters
[src]
impl Default for FindMatchesParameters
[src]
pub fn default() -> FindMatchesParameters
[src]
impl<'de> Deserialize<'de> for FindMatchesParameters
[src]
pub fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
[src]
__D: Deserializer<'de>,
impl PartialEq<FindMatchesParameters> for FindMatchesParameters
[src]
pub fn eq(&self, other: &FindMatchesParameters) -> bool
[src]
pub fn ne(&self, other: &FindMatchesParameters) -> bool
[src]
impl Serialize for FindMatchesParameters
[src]
pub fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
__S: Serializer,
[src]
__S: Serializer,
impl StructuralPartialEq for FindMatchesParameters
[src]
Auto Trait Implementations
impl RefUnwindSafe for FindMatchesParameters
[src]
impl Send for FindMatchesParameters
[src]
impl Sync for FindMatchesParameters
[src]
impl Unpin for FindMatchesParameters
[src]
impl UnwindSafe for FindMatchesParameters
[src]
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
[src]
T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
[src]
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
[src]
T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T
[src]
impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,
[src]
T: for<'de> Deserialize<'de>,
impl<T> From<T> for T
[src]
impl<T> Instrument for T
[src]
pub fn instrument(self, span: Span) -> Instrumented<Self>
[src]
pub fn in_current_span(self) -> Instrumented<Self>
[src]
impl<T> Instrument for T
[src]
pub fn instrument(self, span: Span) -> Instrumented<Self>
[src]
pub fn in_current_span(self) -> Instrumented<Self>
[src]
impl<T, U> Into<U> for T where
U: From<T>,
[src]
U: From<T>,
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<T> ToOwned for T where
T: Clone,
[src]
T: Clone,
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T
[src]
pub fn clone_into(&self, target: &mut T)
[src]
impl<T, U> TryFrom<U> for T where
U: Into<T>,
[src]
U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
[src]
impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
[src]
U: TryFrom<T>,