mloss | Projects authored by daniel a. galron.

Boosted Decision Trees and Lists 1.0.4

by melamed - July 25, 2014, 23:08:32 CET [ ] 18306 views, 5240 downloads, 0 subscriptions

About: Boosting algorithms for classification and regression, with many variations. Features include: Scalable and robust; Easily customizable loss functions; One-shot training for an entire regularization path; Continuous checkpointing; much more

Changes:

added ElasticNets as a regularization option
fixed some segfaults, memory leaks, and out-of-range errors, which were creeping in in some corner cases
added a couple of I/O optimizations

Authors: I. Dan Melamed, Daniel A. Galron
License: Apache
Programming Language: C++, Shell

Operating System: Linux, Unix
Data Formats: Svmlight, Genpar
Tags: Classification, Regression, Decision Trees, Boosting, Decision Lists

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Boosted Decision Trees and Lists 1.0.4