Struct tensorflow_proto::tensorflow::boosted_trees::DebugOutput

pub struct DebugOutput {
    pub feature_ids: Vec<i32>,
    pub logits_path: Vec<f32>,
}

DebugOutput contains outputs useful for debugging/model interpretation, at the individual example-level. Debug outputs that are available to the user are: 1) Directional feature contributions (DFCs) 2) Node IDs for ensemble prediction path 3) Leaf node IDs.

Fields

feature_ids: Vec<i32>

Return the logits and associated feature splits across prediction paths for each tree, for every example, at predict time. We will use these values to compute DFCs in Python, by subtracting each child prediction from its parent prediction and associating this change with its respective feature id.

logits_path: Vec<f32>

Trait Implementations

impl Clone for DebugOutput

pub fn clone(&self) -> DebugOutput

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DebugOutput

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

Formats the value using the given formatter.

impl Default for DebugOutput

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for DebugOutput

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<DebugOutput> for DebugOutput

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

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

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

This method tests for !=.

impl StructuralPartialEq for DebugOutput