Struct tensorflow_proto::tensorflow::boosted_trees::learner::TreeConstraintsConfig

pub struct TreeConstraintsConfig {
    pub max_tree_depth: u32,
    pub min_node_weight: f32,
    pub max_number_of_unique_feature_columns: i64,
}

Tree constraints config.

Fields

max_tree_depth: u32

Maximum depth of the trees. The default value is 6 if not specified.

min_node_weight: f32

Min hessian weight per node.

max_number_of_unique_feature_columns: i64

Maximum number of unique features used in the tree. Zero means there is no limit.

Trait Implementations

impl Clone for TreeConstraintsConfig

pub fn clone(&self) -> TreeConstraintsConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for TreeConstraintsConfig

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

Formats the value using the given formatter.

impl Default for TreeConstraintsConfig

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for TreeConstraintsConfig

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message to a buffer.

pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message with a length-delimiter to a buffer.

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes a length-delimited instance of the message from the buffer.

pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes an instance of the message from a buffer, and merges it into self.

pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq<TreeConstraintsConfig> for TreeConstraintsConfig

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

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

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

This method tests for !=.

impl StructuralPartialEq for TreeConstraintsConfig