IRBF_SEQ(1)

NAME
irbf_seq - Incremental Radial Basis Function Sequence Classifier

SYNOPSIS
A program for training and testing a Incremental Radial Basis Function Sequence Classifier

irbf_seq [ -fclparam file ] [ -epochs n ]
[ -hspread x ] [ -exhspread x ] [ -max_magnitude x ]
[ -minvar x ] [ -bias ] [ -grand ] [ -weight_eta x ]
[ -mean_eta x ] [ -var_eta x ] [ -cost_func n ]
[ -cost_param x ] [ -no_norm_outputs ]
[ -clip_floor x ] [ -sequence_options ]

EXAMPLE
kmeans_seq -train -create -fparam kmeans_seq.param \
-ncenters 8 -cluster_by_class -pathdata $LNKHOME/data/seq \
-flist gender.train -fdescribe gender.defaults

irbf_seq -train -create -pathdata $LNKHOME/data/seq \
-flist gender.train -fdescribe gender.defaults \
-fparam irbf_seq.param -fclparam kmeans_seq.param -epochs 10

irbf_seq -fparam irbf_seq.param \
-pathdata $LNKHOME/data/seq -flist gender.test \
-fdescribe gender.defaults

DESCRIPTION
This Incremental Radial Basis Function sequence classifier works in the same way as the irbf static pattern classifier. The difference is that this program works on sequence classification.

OPTIONS

-irbf options
    See the irbf(1) manual page for explanations of these options.

-clip_floor x
    Outputs of the irbf are clipped to be no lower than the clip floor before they are multiplied together to find the final sequence output. This defaults to 0.001.

-sequence_options
    irbf_seq accepts the general sequence arguments described on the sequence(1) manual page.

SEE ALSO
sequence(1), irbf(1)

HISTORY
First written 24 June 1994 by Linda Kukolich

BUGS
Send bug reports to Linda Kukolich (kukolich@sst.ll.mit.edu)