Rule Extraction from A Trained Conditional Random Field Model
暂无分享,去创建一个
[1] Andreu Català,et al. Rule extraction from support vector machines , 2002, ESANN.
[2] Adam Berger,et al. The Improved Iterative Scaling Algorithm A Gentle Introduction , 2003 .
[3] Eric Brill,et al. Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech Tagging , 1995, CL.
[4] J. Ross Quinlan,et al. Generating Production Rules from Decision Trees , 1987, IJCAI.
[5] Bart Baesens,et al. Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring , 2008, Rule Extraction from Support Vector Machines.
[6] Bart Baesens,et al. Using Rule Extraction to Improve the Comprehensibility of Predictive Models , 2006 .
[7] Ian H. Witten,et al. Generating Accurate Rule Sets Without Global Optimization , 1998, ICML.
[8] J. Ross Quinlan,et al. Induction of Decision Trees , 1986, Machine Learning.
[9] Andrew McCallum,et al. Efficiently Inducing Features of Conditional Random Fields , 2002, UAI.
[10] Jude W. Shavlik,et al. Extracting Refined Rules from Knowledge-Based Neural Networks , 1993, Machine Learning.
[11] Adwait Ratnaparkhi,et al. A Maximum Entropy Model for Part-Of-Speech Tagging , 1996, EMNLP.
[12] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[13] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[14] Roberto J. Bayardo,et al. Mining the most interesting rules , 1999, KDD '99.