# Source code for rfgb.rdn.infer

# -*- coding: utf-8 -*-

#
# This program is free software: you can redistribute it and/or modify
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program (at the base of this repository). If not,

from __future__ import print_function
from __future__ import absolute_import

from ..boosting import performInference
from ..utils import Utils

[docs]def infer(target, trees, path="", regression=False):
"""

Perform inference on data with a set of trees.

.. note:: This currently requires that test data is stored as files
on disk.

:param trees: Trees to perform inference with.
:type trees: list of str.

:param path: Path to the location test data is stored.
:type path: str.

:param regression: Infer with a regression model instead of classification.
:type regression: bool.

:default regression: False

:returns: Tuple of results. In classification these results will be a tuple
of positive and negative examples. In regression this will be
the examples.
:rtype: tuple
"""