A Fast C++ Implementation of Random Forests
Copyright (c) 2013 by Steffen Kirchhoff and Bjoern Andres.
I. Short description
This header file contains a fast C++ implementation of Random Forests as described in: Leo Breiman. Random Forests. Machine Learning 45(1):5-32, 2001.
II. License
Copyright (c) 2013 by Steffen Kirchhoff and Bjoern Andres.
This software was developed by Steffen Kirchhoff and Bjoern Andres. Enquiries shall be directed to bjoern@andres.sc.
All advertising materials mentioning features or use of this software must display the following acknowledgement: ``This product includes andres::ml Decision Trees developed by Steffen Kirchhoff and Bjoern Andres. Please direct enquiries concerning andres::ml Decision Trees to bjoern@andres.sc''.
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
- Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
- All advertising materials mentioning features or use of this software must display the following acknowledgement: ``This product includes andres::ml Decision Trees developed by Steffen Kirchhoff and Bjoern Andres. Please direct enquiries concerning andres::ml Decision Trees to bjoern@andres.sc''.
- The names of the authors must not be used to endorse or promote products derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.