DiSMEC++
dismec::objective::GenericLinearClassifier Member List

This is the complete list of members for dismec::objective::GenericLinearClassifier, including all inherited members.

cached_2nd_derivative(const HashVector &location)dismec::objective::GenericLinearClassifierprivate
cached_derivative(const HashVector &location)dismec::objective::GenericLinearClassifierprivate
calculate_2nd_derivative(const DenseRealVector &scores, const BinaryLabelVector &labels, DenseRealVector &out) const =0dismec::objective::GenericLinearClassifierprivatepure virtual
calculate_derivative(const DenseRealVector &scores, const BinaryLabelVector &labels, DenseRealVector &out) const =0dismec::objective::GenericLinearClassifierprivatepure virtual
calculate_loss(const DenseRealVector &scores, const BinaryLabelVector &labels, DenseRealVector &out) const =0dismec::objective::GenericLinearClassifierprivatepure virtual
costs() constdismec::objective::LinearClassifierBaseprotected
declare_stat(stat_id_t index, StatisticMetaData meta)dismec::stats::Trackedprotected
declare_tag(tag_id_t index, std::string name)dismec::stats::Trackedprotected
declare_vector_on_last_line(const HashVector &location, real_t t) overridedismec::objective::LinearClassifierBaseinlineprotectedvirtual
dense_features() constdismec::objective::LinearClassifierBaseprotected
diag_preconditioner(const HashVector &location, Eigen::Ref< DenseRealVector > target)dismec::objective::Objective
diag_preconditioner_unchecked(const HashVector &location, Eigen::Ref< DenseRealVector > target) overridedismec::objective::GenericLinearClassifierprivatevirtual
generic_features() constdismec::objective::LinearClassifierBaseprotected
GenericLinearClassifier(std::shared_ptr< const GenericFeatureMatrix > X, std::unique_ptr< Objective > regularizer)dismec::objective::GenericLinearClassifier
get_label_ref()dismec::objective::LinearClassifierBase
get_stats() constdismec::stats::Trackedinline
gradient(const HashVector &location, Eigen::Ref< DenseRealVector > target)dismec::objective::Objective
gradient_and_pre_conditioner(const HashVector &location, Eigen::Ref< DenseRealVector > gradient, Eigen::Ref< DenseRealVector > pre)dismec::objective::Objective
gradient_and_pre_conditioner_unchecked(const HashVector &location, Eigen::Ref< DenseRealVector > gradient, Eigen::Ref< DenseRealVector > pre) overridedismec::objective::GenericLinearClassifierprivatevirtual
gradient_at_zero(Eigen::Ref< DenseRealVector > target)dismec::objective::Objective
gradient_at_zero_unchecked(Eigen::Ref< DenseRealVector > target) overridedismec::objective::GenericLinearClassifierprivatevirtual
gradient_unchecked(const HashVector &location, Eigen::Ref< DenseRealVector > target) overridedismec::objective::GenericLinearClassifierprivatevirtual
hessian_times_direction(const HashVector &location, const DenseRealVector &direction, Eigen::Ref< DenseRealVector > target)dismec::objective::Objective
hessian_times_direction_unchecked(const HashVector &location, const DenseRealVector &direction, Eigen::Ref< DenseRealVector > target) overridedismec::objective::GenericLinearClassifierprivatevirtual
invalidate_labels() overridedismec::objective::GenericLinearClassifierprivatevirtual
labels() constdismec::objective::LinearClassifierBaseprotected
line_interpolation(real_t t) constdismec::objective::LinearClassifierBaseinlineprotected
LinearClassifierBase(std::shared_ptr< const GenericFeatureMatrix > X)dismec::objective::LinearClassifierBase
lookup_on_line(real_t position) overridedismec::objective::GenericLinearClassifierprivatevirtual
m_Collectiondismec::stats::Trackedprivate
m_Costsdismec::objective::LinearClassifierBaseprivate
m_DerivativeBufferdismec::objective::GenericLinearClassifierprivate
m_FeatureMatrixdismec::objective::LinearClassifierBaseprivate
m_GenericInBufferdismec::objective::GenericLinearClassifierprivate
m_GenericOutBufferdismec::objective::GenericLinearClassifierprivate
m_Last_Wdismec::objective::LinearClassifierBaseprivate
m_LsCache_xTddismec::objective::LinearClassifierBaseprivate
m_LsCache_xTwdismec::objective::LinearClassifierBaseprivate
m_Regularizerdismec::objective::GenericLinearClassifierprivate
m_SecondDerivativeBufferdismec::objective::GenericLinearClassifierprivate
m_X_times_wdismec::objective::LinearClassifierBaseprivate
m_Ydismec::objective::LinearClassifierBaseprivate
make_dependent(T &t)dismec::stats::Trackedinlineprivate
make_timer(stat_id_t id, Args... args)dismec::stats::Trackedinlineprotected
num_instances() const noexceptdismec::objective::LinearClassifierBase
num_variables() const noexcept overridedismec::objective::LinearClassifierBasevirtual
Objective()dismec::objective::Objective
project_linear_to_line(const HashVector &location, const DenseRealVector &direction)dismec::objective::LinearClassifierBaseprotected
project_to_line(const HashVector &location, const DenseRealVector &direction)dismec::objective::Objective
project_to_line_unchecked(const HashVector &location, const DenseRealVector &direction) overridedismec::objective::GenericLinearClassifierprivatevirtual
record(stat_id_t stat, T &&value)dismec::stats::Trackedinlineprotected
register_stat(const std::string &name, std::unique_ptr< Statistics > stat)dismec::stats::Tracked
set_tag(tag_id_t tag, long value)dismec::stats::Trackedinlineprotected
sparse_features() constdismec::objective::LinearClassifierBaseprotected
Tracked()dismec::stats::Tracked
update_costs(real_t positive, real_t negative)dismec::objective::LinearClassifierBase
update_xtw_cache(const HashVector &new_weight, const Eigen::MatrixBase< Derived > &new_result)dismec::objective::LinearClassifierBaseinlineprotected
value(const HashVector &location)dismec::objective::Objective
value_from_xTw(const DenseRealVector &xTw)dismec::objective::GenericLinearClassifierprivate
value_unchecked(const HashVector &location) overridedismec::objective::GenericLinearClassifierprivatevirtual
x_times_w(const HashVector &w)dismec::objective::LinearClassifierBaseprotected
~Objective() noexcept=defaultdismec::objective::Objectivevirtual
~Tracked()dismec::stats::Trackedprotected