NAME

heri-stat - calculates precision, recall, F1 and some other things

SYNOPSIS

heri-stat [OPTIONS] golden_file predictions_file

heri-stat -1 [OPTIONS] [files...]

DESCRIPTION

Unless option -1 was applied heri-stat reads golden classes from golden_file (one class per line) and predicted classes from predictions_file (one class per line) and outputs precision, recall, F1 and some other statistics to stdout. It is allowed for predictions_file to contain two tokens per line, the first one is a class and the second one is a score, e.g. probability.

If -1 was applied, two or three tokens per line are expected on input: golden class, predicted class, and optional score.

OPTIONS

-h, --help

Display help information.

-R, --raw

Raw tab-separated output.

-m, --micro-avg

Disable micro averaged P/R/F1 output.

-r, --macro-avg

Disable macro averaged P/R/F1 output.

-c, --per-class

Disable output of per-class statistics.

-a, --accuracy

Disable output of accuracy.

-1, --single

2 or 3 tokens per line are expected on input.

-u, --unclassified label

Set the label for "unclassified" object. If specified, micro-averaged P/R/F1 is calculated instead of accuracy. Also, statistics for this class is not calculated.

-t, --treshold value

Consider classes with score less than the specified value as unclassified.

HOME

<http://github.com/cheusov/herisvm>

SEE ALSO

heri-eval(1) heri-split(1)