[−][src]Struct bigml::resource::evaluation::DetailedClassificationResult

pub struct DetailedClassificationResult {
    pub accuracy: f64,
    pub average_f_measure: f64,
    pub average_phi: f64,
    pub average_precision: f64,
    pub average_recall: f64,
    pub confusion_matrix: Vec<Vec<f64>>,
    pub per_class_statistics: Vec<ClassificationPerClassStatistics>,
    // some fields omitted
}

The detailed result of an evaluation using specific criteria.

Fields

accuracy: f64

The portion of instances we classified correctly.

average_f_measure: f64

The average f-measure over all classes.

average_phi: f64

The average phi over all classes.

average_precision: f64

The average precision over all classes.

average_recall: f64

The average recall over all classes.

confusion_matrix: Vec<Vec<f64>>

A list of rows of the confusion matrix for this model.

per_class_statistics: Vec<ClassificationPerClassStatistics>

Statistics for each of the individidual classes.

Trait Implementations

`impl Debug for DetailedClassificationResult`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl Serialize for DetailedClassificationResult`[src]

`fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

`impl<'de> Deserialize<'de> for DetailedClassificationResult`[src]

`fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

Auto Trait Implementations

`impl Send for DetailedClassificationResult`

`impl Sync for DetailedClassificationResult`

`impl Unpin for DetailedClassificationResult`

`impl UnwindSafe for DetailedClassificationResult`

`impl RefUnwindSafe for DetailedClassificationResult`

Blanket Implementations

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = !`

The type returned in the event of a conversion error.

`fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

[−][src]Struct bigml::resource::evaluation::DetailedClassificationResult

Fields

Trait Implementations

`impl Debug for DetailedClassificationResult`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl Serialize for DetailedClassificationResult`[src]

`fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

`impl<'de> Deserialize<'de> for DetailedClassificationResult`[src]

`fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

Auto Trait Implementations

`impl Send for DetailedClassificationResult`

`impl Sync for DetailedClassificationResult`

`impl Unpin for DetailedClassificationResult`

`impl UnwindSafe for DetailedClassificationResult`

`impl RefUnwindSafe for DetailedClassificationResult`

Blanket Implementations

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = !`

`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]

`type Error = <U as TryFrom<T>>::Error`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> DeserializeOwned for T where T: Deserialize<'de>,` [src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,`

`type Err = <U as TryFrom<T>>::Err`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Err>`

[−][src]Struct bigml::resource::evaluation::DetailedClassificationResult

Fields

Trait Implementations

impl Debug for DetailedClassificationResult[src]

fn fmt(&self, f: &mut Formatter) -> Result[src]

impl Serialize for DetailedClassificationResult[src]

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where __S: Serializer, [src]

impl<'de> Deserialize<'de> for DetailedClassificationResult[src]

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where __D: Deserializer<'de>, [src]

Auto Trait Implementations

impl Send for DetailedClassificationResult

impl Sync for DetailedClassificationResult

impl Unpin for DetailedClassificationResult

impl UnwindSafe for DetailedClassificationResult

impl RefUnwindSafe for DetailedClassificationResult

Blanket Implementations

impl<T> From<T> for T[src]

fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

fn into(self) -> U[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = !

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]

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

fn borrow_mut(&mut self) -> &mut T[src]

impl<T> Any for T where T: 'static + ?Sized, [src]

fn type_id(&self) -> TypeId[src]

impl<T> DeserializeOwned for T where T: Deserialize<'de>, [src]

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

type Err = <U as TryFrom<T>>::Err

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Err>

`impl Debug for DetailedClassificationResult`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl Serialize for DetailedClassificationResult`[src]

`fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

`impl<'de> Deserialize<'de> for DetailedClassificationResult`[src]

`fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

`impl Send for DetailedClassificationResult`

`impl Sync for DetailedClassificationResult`

`impl Unpin for DetailedClassificationResult`

`impl UnwindSafe for DetailedClassificationResult`

`impl RefUnwindSafe for DetailedClassificationResult`

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = !`

`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]

`type Error = <U as TryFrom<T>>::Error`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> DeserializeOwned for T where T: Deserialize<'de>,` [src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,`

`type Err = <U as TryFrom<T>>::Err`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Err>`