Intel® oneAPI Data Analytics Library
Learn from community members on how to build compute-intensive applications that run efficiently on Intel® architecture.
228 Discussions

Intel DAAL v.2018 introduces Decision Forest algorithm

Gennady_F_Intel
Moderator
443 Views

Intel(R) DAAL v. 2018 introduced support for Decision Forest algorithm for both classification and regression.  This implementation includes calculation of Gini index for classification, variance for regression split criteria, generalization error, and variable importance measures such as Mean Decrease Impurity and Mean Decrease Accuracy.  You can find more details, including example of the code as well as some performance considerations and results on this topic into dedicated article here: https://software.intel.com/en-us/articles/intel-data-analytics-acceleration-library-decision-forest

0 Kudos
0 Replies
Reply