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Methods and Models for Interpretable Linear Classification

Methods and Models for Interpretable Linear Classification

16 May 2014
Berk Ustun
Cynthia Rudin
ArXivPDFHTML

Papers citing "Methods and Models for Interpretable Linear Classification"

6 / 6 papers shown
Title
Box Drawings for Learning with Imbalanced Data
Box Drawings for Learning with Imbalanced Data
Siong Thye Goh
Cynthia Rudin
45
43
0
13 Mar 2014
Safe Screening With Variational Inequalities and Its Application to
  LASSO
Safe Screening With Variational Inequalities and Its Application to LASSO
Jun Liu
Zheng Zhao
Jie Wang
Jieping Ye
53
95
0
29 Jul 2013
Lasso Screening Rules via Dual Polytope Projection
Lasso Screening Rules via Dual Polytope Projection
Jie Wang
Peter Wonka
Jieping Ye
77
239
0
16 Nov 2012
The influence of feature selection methods on accuracy, stability and
  interpretability of molecular signatures
The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures
Anne-Claire Haury
P. Gestraud
Jean-Philippe Vert
63
368
0
26 Jan 2011
Node harvest
Node harvest
N. Meinshausen
109
64
0
12 Oct 2009
Least angle and $\ell_1$ penalized regression: A review
Least angle and ℓ1\ell_1ℓ1​ penalized regression: A review
Tim Hesterberg
Nam-Hee Choi
L. Meier
C. Fraley
158
300
0
07 Feb 2008
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