Enum google_api_proto::google::cloud::bigquery::v2::model::boosted_tree_option_enums::TreeMethod

#[repr(i32)]
pub enum TreeMethod {
    Unspecified = 0,
    Auto = 1,
    Exact = 2,
    Approx = 3,
    Hist = 4,
}

Tree construction algorithm used in boosted tree models. Refer to tree_method in XGBoost.

Variants

Unspecified = 0

Unspecified tree method.

Auto = 1

Use heuristic to choose the fastest method.

Exact = 2

Exact greedy algorithm.

Approx = 3

Approximate greedy algorithm using quantile sketch and gradient histogram.

Hist = 4

Fast histogram optimized approximate greedy algorithm.

Implementations

impl TreeMethod

pub fn is_valid(value: i32) -> bool

Returns true if value is a variant of TreeMethod.

pub fn from_i32(value: i32) -> Option<TreeMethod>

👎Deprecated: Use the TryFrom<i32> implementation instead

Converts an i32 to a TreeMethod, or None if value is not a valid variant.

impl TreeMethod

pub fn as_str_name(&self) -> &'static str

String value of the enum field names used in the ProtoBuf definition.

The values are not transformed in any way and thus are considered stable (if the ProtoBuf definition does not change) and safe for programmatic use.

pub fn from_str_name(value: &str) -> Option<Self>

Creates an enum from field names used in the ProtoBuf definition.

Trait Implementations

impl Clone for TreeMethod

fn clone(&self) -> TreeMethod

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TreeMethod

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for TreeMethod

fn default() -> TreeMethod

Returns the “default value” for a type.

impl From<TreeMethod> for i32

fn from(value: TreeMethod) -> i32

Converts to this type from the input type.

impl Hash for TreeMethod

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl Ord for TreeMethod

fn cmp(&self, other: &TreeMethod) -> Ordering

This method returns an Ordering between self and other.

fn max(self, other: Self) -> Self

where Self: Sized,

Compares and returns the maximum of two values.

fn min(self, other: Self) -> Self

where Self: Sized,

Compares and returns the minimum of two values.

fn clamp(self, min: Self, max: Self) -> Self

where Self: Sized + PartialOrd,

Restrict a value to a certain interval.

impl PartialEq for TreeMethod

fn eq(&self, other: &TreeMethod) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl PartialOrd for TreeMethod

fn partial_cmp(&self, other: &TreeMethod) -> Option<Ordering>

This method returns an ordering between self and other values if one exists.

fn lt(&self, other: &Rhs) -> bool

This method tests less than (for self and other) and is used by the < operator.

fn le(&self, other: &Rhs) -> bool

This method tests less than or equal to (for self and other) and is used by the <= operator.

fn gt(&self, other: &Rhs) -> bool

This method tests greater than (for self and other) and is used by the > operator.

fn ge(&self, other: &Rhs) -> bool

This method tests greater than or equal to (for self and other) and is used by the >= operator.

impl TryFrom<i32> for TreeMethod

type Error = UnknownEnumValue

The type returned in the event of a conversion error.

fn try_from(value: i32) -> Result<TreeMethod, UnknownEnumValue>

Performs the conversion.

impl Copy for TreeMethod

impl Eq for TreeMethod

impl StructuralPartialEq for TreeMethod