Arow

Adaptive Regularization of Weight Vectors

class Arow {

this(size_t num_features, double param);

auto dim [@property getter];

auto param [@property getter];

double param [@property setter];

int update(double[int] f, int label);

double getMargin(double[int] f);

int predict(double[int] f);

}

Constructors

this this(size_t num_features, double param): Undocumented in source.

Members

Functions

getMargin double getMargin(double[int] f): Calculate the distance between a vector and the hyperplane
predict int predict(double[int] f): Predict
update int update(double[int] f, int label): Update weight vector

Properties

dim auto dim [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
param auto param [@property getter]: Undocumented in source. Be warned that the author may not have intended to support it.
param double param [@property setter]: Undocumented in source. Be warned that the author may not have intended to support it.

See Also

K. Crammer, A. Kulesza, and M. Dredze. "Adaptive regularization of weight vectors" NIPS 2009

Meta

Source

See Implementation

arow classes

Arow