Search::predictor Class Reference

#include <search.h>

Public Member Functions
	predictor (search &sch, ptag my_tag)
	~predictor ()
predictor &	set_input (example &input_example)
predictor &	set_input (example *input_example, size_t input_length)
void	set_input_length (size_t input_length)
void	set_input_at (size_t posn, example &input_example)
predictor &	erase_oracles ()
predictor &	reset ()
predictor &	add_oracle (action a)
predictor &	add_oracle (action *a, size_t action_count)
predictor &	add_oracle (v_array< action > &a)
predictor &	set_oracle (action a)
predictor &	set_oracle (action *a, size_t action_count)
predictor &	set_oracle (v_array< action > &a)
predictor &	set_weight (float w)
predictor &	erase_alloweds ()
predictor &	add_allowed (action a)
predictor &	add_allowed (action *a, size_t action_count)
predictor &	add_allowed (v_array< action > &a)
predictor &	set_allowed (action a)
predictor &	set_allowed (action *a, size_t action_count)
predictor &	set_allowed (v_array< action > &a)
predictor &	add_allowed (action a, float cost)
predictor &	add_allowed (action *a, float *costs, size_t action_count)
predictor &	add_allowed (v_array< std::pair< action, float > > &a)
predictor &	add_allowed (std::vector< std::pair< action, float > > &a)
predictor &	set_allowed (action a, float cost)
predictor &	set_allowed (action *a, float *costs, size_t action_count)
predictor &	set_allowed (v_array< std::pair< action, float > > &a)
predictor &	set_allowed (std::vector< std::pair< action, float > > &a)
predictor &	add_condition (ptag tag, char name)
predictor &	set_condition (ptag tag, char name)
predictor &	add_condition_range (ptag hi, ptag count, char name0)
predictor &	set_condition_range (ptag hi, ptag count, char name0)
predictor &	set_learner_id (size_t id)
predictor &	set_tag (ptag tag)
action	predict ()

Private Member Functions
template<class T >
void	make_new_pointer (v_array< T > &A, size_t new_size)
template<class T >
predictor &	add_to (v_array< T > &A, bool &A_is_ptr, T a, bool clear_first)
template<class T >
predictor &	add_to (v_array< T > &A, bool &A_is_ptr, T *a, size_t count, bool clear_first)
void	free_ec ()

Private Attributes
bool	is_ldf
ptag	my_tag
example *	ec
size_t	ec_cnt
bool	ec_alloced
float	weight
v_array< action >	oracle_actions
bool	oracle_is_pointer
v_array< ptag >	condition_on_tags
v_array< char >	condition_on_names
v_array< action >	allowed_actions
bool	allowed_is_pointer
v_array< float >	allowed_actions_cost
bool	allowed_cost_is_pointer
size_t	learner_id
search &	sch

Detailed Description

Definition at line 256 of file search.h.

Constructor & Destructor Documentation

predictor()

Search::predictor::predictor	(	search &	sch,
		ptag	my_tag
	)

Definition at line 3119 of file search.cc.

References allowed_actions, allowed_actions_cost, condition_on_names, condition_on_tags, and oracle_actions.

    : is_ldf(false)
    , my_tag(my_tag)
    , ec(nullptr)
    , ec_cnt(0)
    , ec_alloced(false)
    , weight(1.)
    , oracle_is_pointer(false)
    , allowed_is_pointer(false)
    , allowed_cost_is_pointer(false)
    , learner_id(0)
    , sch(sch)
{
  oracle_actions = v_init<action>();
  condition_on_tags = v_init<ptag>();
  condition_on_names = v_init<char>();
  allowed_actions = v_init<action>();
  allowed_actions_cost = v_init<float>();
}

~predictor()

Search::predictor::~predictor

(

)

Definition at line 3151 of file search.cc.

References allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, allowed_is_pointer, condition_on_names, condition_on_tags, v_array< T >::delete_v(), free_ec(), oracle_actions, and oracle_is_pointer.

{
  if (!oracle_is_pointer)
    oracle_actions.delete_v();
  if (!allowed_is_pointer)
    allowed_actions.delete_v();
  if (!allowed_cost_is_pointer)
    allowed_actions_cost.delete_v();
  free_ec();
  condition_on_tags.delete_v();
  condition_on_names.delete_v();
}

Member Function Documentation

add_allowed() [1/7]

predictor & Search::predictor::add_allowed

(

action

a

)

Definition at line 3342 of file search.cc.

References add_to(), allowed_actions, and allowed_is_pointer.

Referenced by add_allowed(), SequenceSpanTask::run(), and set_allowed().

{ return add_to(allowed_actions, allowed_is_pointer, a, false); }

add_allowed() [2/7]

predictor & Search::predictor::add_allowed	(	action *	a,
		size_t	action_count
	)

Definition at line 3343 of file search.cc.

References add_to(), allowed_actions, and allowed_is_pointer.

{
  return add_to(allowed_actions, allowed_is_pointer, a, action_count, false);
}

add_allowed() [3/7]

predictor & Search::predictor::add_allowed

(

v_array< action > &

a

)

Definition at line 3347 of file search.cc.

References add_to(), allowed_actions, allowed_is_pointer, v_array< T >::begin(), and v_array< T >::size().

{
  return add_to(allowed_actions, allowed_is_pointer, a.begin(), a.size(), false);
}

add_allowed() [4/7]

predictor & Search::predictor::add_allowed	(	action	a,
		float	cost
	)

Definition at line 3362 of file search.cc.

References add_to(), allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, and allowed_is_pointer.

{
  add_to(allowed_actions_cost, allowed_cost_is_pointer, cost, false);
  return add_to(allowed_actions, allowed_is_pointer, a, false);
}

add_allowed() [5/7]

predictor & Search::predictor::add_allowed	(	action *	a,
		float *	costs,
		size_t	action_count
	)

Definition at line 3368 of file search.cc.

References a, add_allowed(), add_to(), allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, and allowed_is_pointer.

{
  add_to(allowed_actions_cost, allowed_cost_is_pointer, costs, action_count, false);
  return add_to(allowed_actions, allowed_is_pointer, a, action_count, false);
}

add_allowed() [6/7]

predictor& Search::predictor::add_allowed

(

v_array< std::pair< action, float > > &

a

)

add_allowed() [7/7]

predictor& Search::predictor::add_allowed

(

std::vector< std::pair< action, float > > &

a

)

add_condition()

predictor & Search::predictor::add_condition	(	ptag	tag,
		char	name
	)

Definition at line 3414 of file search.cc.

References condition_on_names, condition_on_tags, and v_array< T >::push_back().

Referenced by EntityRelationTask::predict_relation(), GraphTask::run(), and set_condition().

{
  condition_on_tags.push_back(tag);
  condition_on_names.push_back(name);
  return *this;
}

add_condition_range()

predictor & Search::predictor::add_condition_range	(	ptag	hi,
		ptag	count,
		char	name0
	)

Definition at line 3427 of file search.cc.

References condition_on_names, condition_on_tags, and v_array< T >::push_back().

Referenced by SequenceSpanTask::run(), and set_condition_range().

{
  if (count == 0)
    return *this;
  for (ptag i = 0; i < count; i++)
  {
    if (i > hi)
      break;
    char name = name0 + i;
    condition_on_tags.push_back(hi - i);
    condition_on_names.push_back(name);
  }
  return *this;
}

add_oracle() [1/3]

predictor & Search::predictor::add_oracle

(

action

a

)

Definition at line 3304 of file search.cc.

References add_to(), oracle_actions, and oracle_is_pointer.

{ return add_to(oracle_actions, oracle_is_pointer, a, false); }

add_oracle() [2/3]

predictor & Search::predictor::add_oracle	(	action *	a,
		size_t	action_count
	)

Definition at line 3305 of file search.cc.

References add_to(), oracle_actions, and oracle_is_pointer.

{
  return add_to(oracle_actions, oracle_is_pointer, a, action_count, false);
}

add_oracle() [3/3]

predictor & Search::predictor::add_oracle

(

v_array< action > &

a

)

Definition at line 3309 of file search.cc.

References add_to(), v_array< T >::begin(), oracle_actions, oracle_is_pointer, and v_array< T >::size().

{
  return add_to(oracle_actions, oracle_is_pointer, a.begin(), a.size(), false);
}

add_to() [1/2]

template<class T >

predictor & Search::predictor::add_to ( v_array< T > &  A, bool &  A_is_ptr, T  a, bool  clear_first  )

private

Definition at line 3233 of file search.cc.

References a, v_array< T >::begin(), v_array< T >::clear(), v_array< T >::end(), v_array< T >::push_back(), and v_array< T >::size().

Referenced by add_allowed(), add_oracle(), set_allowed(), and set_oracle().

{
  if (A_is_ptr)  // we need to make our own memory
  {
    if (clear_first)
      A.end() = A.begin();
    size_t new_size = clear_first ? 1 : (A.size() + 1);
    make_new_pointer<T>(A, new_size);
    A_is_ptr = false;
    A[new_size - 1] = a;
  }
  else  // we've already allocated our own memory
  {
    if (clear_first)
      A.clear();
    A.push_back(a);
  }
  return *this;
}

add_to() [2/2]

template<class T >

predictor & Search::predictor::add_to ( v_array< T > &  A, bool &  A_is_ptr, T *  a, size_t  count, bool  clear_first  )

private

Definition at line 3254 of file search.cc.

References a, v_array< T >::begin(), v_array< T >::clear(), v_array< T >::delete_v(), v_array< T >::end(), v_array< T >::end_array, and v_array< T >::size().

{
  size_t old_size = A.size();
  if (old_size > 0)
  {
    if (A_is_ptr)  // we need to make our own memory
    {
      if (clear_first)
      {
        A.end() = A.begin();
        old_size = 0;
      }
      size_t new_size = old_size + count;
      make_new_pointer<T>(A, new_size);
      A_is_ptr = false;
      if (a != nullptr)
        memcpy(A.begin() + old_size, a, count * sizeof(T));
    }
    else  // we already have our own memory
    {
      if (clear_first)
        A.clear();
      if (a != nullptr)
        push_many<T>(A, a, count);
    }
  }
  else  // old_size == 0, clear_first is irrelevant
  {
    if (!A_is_ptr)
      A.delete_v();  // avoid memory leak

    A.begin() = a;
    if (a != nullptr)  // a is not nullptr
      A.end() = a + count;
    else
      A.end() = a;
    A.end_array = A.end();
    A_is_ptr = true;
  }
  return *this;
}

erase_alloweds()

predictor & Search::predictor::erase_alloweds

(

)

Definition at line 3330 of file search.cc.

References allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, allowed_is_pointer, v_array< T >::begin(), v_array< T >::clear(), and v_array< T >::end().

Referenced by reset(), DepParserTask::run(), and set_allowed().

{
  if (allowed_is_pointer)
    allowed_actions.end() = allowed_actions.begin();
  else
    allowed_actions.clear();
  if (allowed_cost_is_pointer)
    allowed_actions_cost.end() = allowed_actions_cost.begin();
  else
    allowed_actions_cost.clear();
  return *this;
}

erase_oracles()

predictor & Search::predictor::erase_oracles

(

)

Definition at line 3296 of file search.cc.

References v_array< T >::begin(), v_array< T >::clear(), v_array< T >::end(), oracle_actions, and oracle_is_pointer.

Referenced by reset().

{
  if (oracle_is_pointer)
    oracle_actions.end() = oracle_actions.begin();
  else
    oracle_actions.clear();
  return *this;
}

free_ec()

void Search::predictor::free_ec ( )

private

Definition at line 3139 of file search.cc.

References COST_SENSITIVE::cs_label, VW::dealloc_example(), CB::delete_label(), ec, ec_alloced, ec_cnt, and is_ldf.

Referenced by reset(), set_input(), and ~predictor().

{
  if (ec_alloced)
  {
    if (is_ldf)
      for (size_t i = 0; i < ec_cnt; i++) VW::dealloc_example(CS::cs_label.delete_label, ec[i]);
    else
      VW::dealloc_example(nullptr, *ec);
    free(ec);
  }
}

make_new_pointer()

template<class T >

void Search::predictor::make_new_pointer ( v_array< T > &  A, size_t  new_size  )

private

Definition at line 3222 of file search.cc.

References v_array< T >::begin(), v_array< T >::end(), v_array< T >::end_array, and v_array< T >::size().

{
  size_t old_size = A.size();
  T* old_pointer = A.begin();
  A.begin() = calloc_or_throw<T>(new_size);
  A.end() = A.begin() + new_size;
  A.end_array = A.end();
  memcpy(A.begin(), old_pointer, old_size * sizeof(T));
}

predict()

action Search::predictor::predict

(

)

Definition at line 3460 of file search.cc.

References allowed_actions, allowed_actions_cost, v_array< T >::begin(), condition_on_names, condition_on_tags, ec, ec_cnt, is_ldf, learner_id, my_tag, oracle_actions, v_array< T >::pop(), Search::search::predict(), Search::search::predictLDF(), v_array< T >::push_back(), sch, v_array< T >::size(), and weight.

Referenced by EntityRelationTask::predict_entity(), EntityRelationTask::predict_relation(), SequenceSpanTask::run(), GraphTask::run(), and DepParserTask::run().

{
  const action* orA = oracle_actions.size() == 0 ? nullptr : oracle_actions.begin();
  const ptag* cOn = condition_on_names.size() == 0 ? nullptr : condition_on_tags.begin();
  const char* cNa = nullptr;
  if (condition_on_names.size() > 0)
  {
    condition_on_names.push_back((char)0);  // null terminate
    cNa = condition_on_names.begin();
  }
  const action* alA = (allowed_actions.size() == 0) ? nullptr : allowed_actions.begin();
  const float* alAcosts = (allowed_actions_cost.size() == 0) ? nullptr : allowed_actions_cost.begin();
  size_t numAlA = std::max(allowed_actions.size(), allowed_actions_cost.size());
  action p = is_ldf
      ? sch.predictLDF(ec, ec_cnt, my_tag, orA, oracle_actions.size(), cOn, cNa, learner_id, weight)
      : sch.predict(*ec, my_tag, orA, oracle_actions.size(), cOn, cNa, alA, numAlA, alAcosts, learner_id, weight);

  if (condition_on_names.size() > 0)
    condition_on_names.pop();  // un-null-terminate
  return p;
}

reset()

predictor & Search::predictor::reset

(

)

Definition at line 3163 of file search.cc.

References v_array< T >::clear(), condition_on_names, condition_on_tags, erase_alloweds(), erase_oracles(), and free_ec().

{
  this->erase_oracles();
  this->erase_alloweds();
  condition_on_tags.clear();
  condition_on_names.clear();
  free_ec();
  return *this;
}

set_allowed() [1/7]

predictor & Search::predictor::set_allowed

(

action

a

)

Definition at line 3352 of file search.cc.

References add_to(), allowed_actions, and allowed_is_pointer.

Referenced by EntityRelationTask::predict_entity(), EntityRelationTask::predict_relation(), SequenceSpanTask::run(), DepParserTask::run(), and set_allowed().

{ return add_to(allowed_actions, allowed_is_pointer, a, true); }

set_allowed() [2/7]

predictor & Search::predictor::set_allowed	(	action *	a,
		size_t	action_count
	)

Definition at line 3353 of file search.cc.

References add_to(), allowed_actions, and allowed_is_pointer.

{
  return add_to(allowed_actions, allowed_is_pointer, a, action_count, true);
}

set_allowed() [3/7]

predictor & Search::predictor::set_allowed

(

v_array< action > &

a

)

Definition at line 3357 of file search.cc.

References add_to(), allowed_actions, allowed_is_pointer, v_array< T >::begin(), and v_array< T >::size().

{
  return add_to(allowed_actions, allowed_is_pointer, a.begin(), a.size(), true);
}

set_allowed() [4/7]

predictor & Search::predictor::set_allowed	(	action	a,
		float	cost
	)

Definition at line 3392 of file search.cc.

References add_to(), allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, and allowed_is_pointer.

{
  add_to(allowed_actions_cost, allowed_cost_is_pointer, cost, true);
  return add_to(allowed_actions, allowed_is_pointer, a, true);
}

set_allowed() [5/7]

predictor & Search::predictor::set_allowed	(	action *	a,
		float *	costs,
		size_t	action_count
	)

Definition at line 3398 of file search.cc.

References a, add_allowed(), add_to(), allowed_actions, allowed_actions_cost, allowed_cost_is_pointer, allowed_is_pointer, erase_alloweds(), and set_allowed().

{
  add_to(allowed_actions_cost, allowed_cost_is_pointer, costs, action_count, true);
  return add_to(allowed_actions, allowed_is_pointer, a, action_count, true);
}

set_allowed() [6/7]

predictor& Search::predictor::set_allowed

(

v_array< std::pair< action, float > > &

a

)

set_allowed() [7/7]

predictor& Search::predictor::set_allowed

(

std::vector< std::pair< action, float > > &

a

)

set_condition()

predictor & Search::predictor::set_condition	(	ptag	tag,
		char	name
	)

Definition at line 3420 of file search.cc.

References add_condition(), v_array< T >::clear(), condition_on_names, and condition_on_tags.

{
  condition_on_tags.clear();
  condition_on_names.clear();
  return add_condition(tag, name);
}

set_condition_range()

predictor & Search::predictor::set_condition_range	(	ptag	hi,
		ptag	count,
		char	name0
	)

Definition at line 3441 of file search.cc.

References add_condition_range(), v_array< T >::clear(), condition_on_names, and condition_on_tags.

Referenced by SequenceTask::run(), SequenceSpanTask::run(), and DepParserTask::run().

{
  condition_on_tags.clear();
  condition_on_names.clear();
  return add_condition_range(hi, count, name0);
}

set_input() [1/2]

predictor & Search::predictor::set_input

(

example &

input_example

)

Definition at line 3173 of file search.cc.

References ec, ec_alloced, ec_cnt, free_ec(), and is_ldf.

Referenced by EntityRelationTask::predict_entity(), EntityRelationTask::predict_relation(), SequenceTask::run(), SequenceSpanTask::run(), GraphTask::run(), and DepParserTask::run().

{
  free_ec();
  is_ldf = false;
  ec = &input_example;
  ec_cnt = 1;
  ec_alloced = false;
  return *this;
}

set_input() [2/2]

predictor & Search::predictor::set_input	(	example *	input_example,
		size_t	input_length
	)

Definition at line 3183 of file search.cc.

References ec, ec_alloced, ec_cnt, free_ec(), and is_ldf.

{
  free_ec();
  is_ldf = true;
  ec = input_example;
  ec_cnt = input_length;
  ec_alloced = false;
  return *this;
}

set_input_at()

void Search::predictor::set_input_at	(	size_t	posn,
		example &	input_example
	)

Definition at line 3209 of file search.cc.

References VW::copy_example_data(), CB::copy_label(), COST_SENSITIVE::cs_label, ec, ec_alloced, ec_cnt, and THROW.

{
  if (!ec_alloced)
    THROW("call to set_input_at without previous call to set_input_length");

  if (posn >= ec_cnt)
    THROW("call to set_input_at with too large a position: posn (" << posn << ") >= ec_cnt(" << ec_cnt << ")");

  VW::copy_example_data(
      false, ec + posn, &ex, CS::cs_label.label_size, CS::cs_label.copy_label);  // TODO: the false is "audit"
}

set_input_length()

void Search::predictor::set_input_length

(

size_t

input_length

)

Definition at line 3193 of file search.cc.

References ec, ec_alloced, ec_cnt, is_ldf, and THROW.

{
  is_ldf = true;
  if (ec_alloced)
  {
    example* temp = (example*)realloc(ec, input_length * sizeof(example));
    if (temp != nullptr)
      ec = temp;
    else
      THROW("realloc failed in search.cc");
  }
  else
    ec = calloc_or_throw<example>(input_length);
  ec_cnt = input_length;
  ec_alloced = true;
}

set_learner_id()

predictor & Search::predictor::set_learner_id

(

size_t

id

)

Definition at line 3448 of file search.cc.

References id(), and learner_id.

Referenced by EntityRelationTask::predict_entity(), EntityRelationTask::predict_relation(), SequenceSpanTask::run(), and GraphTask::run().

{
  learner_id = id;
  return *this;
}

set_oracle() [1/3]

predictor & Search::predictor::set_oracle

(

action

a

)

Definition at line 3314 of file search.cc.

References add_to(), oracle_actions, and oracle_is_pointer.

Referenced by EntityRelationTask::predict_entity(), EntityRelationTask::predict_relation(), SequenceTask::run(), SequenceSpanTask::run(), GraphTask::run(), and DepParserTask::run().

{ return add_to(oracle_actions, oracle_is_pointer, a, true); }

set_oracle() [2/3]

predictor & Search::predictor::set_oracle	(	action *	a,
		size_t	action_count
	)

Definition at line 3315 of file search.cc.

References add_to(), oracle_actions, and oracle_is_pointer.

{
  return add_to(oracle_actions, oracle_is_pointer, a, action_count, true);
}

set_oracle() [3/3]

predictor & Search::predictor::set_oracle

(

v_array< action > &

a

)

Definition at line 3319 of file search.cc.

References add_to(), v_array< T >::begin(), oracle_actions, oracle_is_pointer, and v_array< T >::size().

{
  return add_to(oracle_actions, oracle_is_pointer, a.begin(), a.size(), true);
}

set_tag()

predictor & Search::predictor::set_tag

(

ptag

tag

)

Definition at line 3454 of file search.cc.

References my_tag.

Referenced by SequenceTask::run(), SequenceSpanTask::run(), and DepParserTask::run().

{
  my_tag = tag;
  return *this;
}

set_weight()

predictor & Search::predictor::set_weight

(

float

w

)

Definition at line 3324 of file search.cc.

Referenced by GraphTask::run().

{
  weight = w;
  return *this;
}

Member Data Documentation

allowed_actions

v_array<action> Search::predictor::allowed_actions

private

Definition at line 343 of file search.h.

Referenced by add_allowed(), erase_alloweds(), predict(), predictor(), set_allowed(), and ~predictor().

allowed_actions_cost

v_array<float> Search::predictor::allowed_actions_cost

private

Definition at line 345 of file search.h.

Referenced by add_allowed(), erase_alloweds(), predict(), predictor(), set_allowed(), and ~predictor().

allowed_cost_is_pointer

bool Search::predictor::allowed_cost_is_pointer

private

Definition at line 346 of file search.h.

Referenced by add_allowed(), erase_alloweds(), set_allowed(), and ~predictor().

allowed_is_pointer

bool Search::predictor::allowed_is_pointer

private

Definition at line 344 of file search.h.

Referenced by add_allowed(), erase_alloweds(), set_allowed(), and ~predictor().

condition_on_names

v_array<char> Search::predictor::condition_on_names

private

Definition at line 342 of file search.h.

Referenced by add_condition(), add_condition_range(), predict(), predictor(), reset(), set_condition(), set_condition_range(), and ~predictor().

condition_on_tags

v_array<ptag> Search::predictor::condition_on_tags

private

Definition at line 341 of file search.h.

Referenced by add_condition(), add_condition_range(), predict(), predictor(), reset(), set_condition(), set_condition_range(), and ~predictor().

ec

example* Search::predictor::ec

private

Definition at line 335 of file search.h.

Referenced by free_ec(), predict(), set_input(), set_input_at(), and set_input_length().

ec_alloced

bool Search::predictor::ec_alloced

private

Definition at line 337 of file search.h.

Referenced by free_ec(), set_input(), set_input_at(), and set_input_length().

ec_cnt

size_t Search::predictor::ec_cnt

private

Definition at line 336 of file search.h.

Referenced by free_ec(), predict(), set_input(), set_input_at(), and set_input_length().

is_ldf

bool Search::predictor::is_ldf

private

Definition at line 333 of file search.h.

Referenced by free_ec(), predict(), set_input(), and set_input_length().

learner_id

size_t Search::predictor::learner_id

private

Definition at line 347 of file search.h.

Referenced by predict(), and set_learner_id().

my_tag

ptag Search::predictor::my_tag

private

Definition at line 334 of file search.h.

Referenced by predict(), and set_tag().

oracle_actions

v_array<action> Search::predictor::oracle_actions

private

Definition at line 339 of file search.h.

Referenced by add_oracle(), erase_oracles(), predict(), predictor(), set_oracle(), and ~predictor().

oracle_is_pointer

bool Search::predictor::oracle_is_pointer

private

Definition at line 340 of file search.h.

Referenced by add_oracle(), erase_oracles(), set_oracle(), and ~predictor().

sch

search& Search::predictor::sch

private

Definition at line 348 of file search.h.

Referenced by predict().

weight

float Search::predictor::weight

private

Definition at line 338 of file search.h.

Referenced by predict().

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The documentation for this class was generated from the following files:

• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/search.h
• /mnt/c/w/linux/vowpal_wabbit/vowpalwabbit/search.cc