#[non_exhaustive]pub struct AtiModelPerformanceBuilder { /* private fields */ }
Expand description
A builder for AtiModelPerformance
.
Implementations§
source§impl AtiModelPerformanceBuilder
impl AtiModelPerformanceBuilder
sourcepub fn asi(self, input: f32) -> Self
pub fn asi(self, input: f32) -> Self
The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0
sourcepub fn set_asi(self, input: Option<f32>) -> Self
pub fn set_asi(self, input: Option<f32>) -> Self
The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0
sourcepub fn get_asi(&self) -> &Option<f32>
pub fn get_asi(&self) -> &Option<f32>
The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0
sourcepub fn build(self) -> AtiModelPerformance
pub fn build(self) -> AtiModelPerformance
Consumes the builder and constructs a AtiModelPerformance
.
Trait Implementations§
source§impl Clone for AtiModelPerformanceBuilder
impl Clone for AtiModelPerformanceBuilder
source§fn clone(&self) -> AtiModelPerformanceBuilder
fn clone(&self) -> AtiModelPerformanceBuilder
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source
. Read moresource§impl Debug for AtiModelPerformanceBuilder
impl Debug for AtiModelPerformanceBuilder
source§impl Default for AtiModelPerformanceBuilder
impl Default for AtiModelPerformanceBuilder
source§fn default() -> AtiModelPerformanceBuilder
fn default() -> AtiModelPerformanceBuilder
source§impl PartialEq for AtiModelPerformanceBuilder
impl PartialEq for AtiModelPerformanceBuilder
source§fn eq(&self, other: &AtiModelPerformanceBuilder) -> bool
fn eq(&self, other: &AtiModelPerformanceBuilder) -> bool
self
and other
values to be equal, and is used
by ==
.