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» Small-sample precision of ROC-related estimates
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TR
2010
128views Hardware» more  TR 2010»
13 years 5 months ago
Strategy for Planning Accelerated Life Tests With Small Sample Sizes
Previous work on planning accelerated life tests has been based on large-sample approximations to evaluate test plan properties. In this paper, we use more accurate simulation met...
Haiming Ma, William Q. Meeker
ICPR
2010
IEEE
13 years 11 months ago
The Binormal Assumption on Precision-Recall Curves
—The precision-recall curve (PRC) has become a widespread conceptual basis for assessing classification performance. The curve relates the positive predictive value of a classi...
Kay Henning Brodersen, Cheng Soon Ong, Klaas Enno ...
SDM
2012
SIAM
235views Data Mining» more  SDM 2012»
12 years 1 months ago
Sampling Strategies to Evaluate the Performance of Unknown Predictors
The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classification models unknown at the time of sampl...
Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrech...
CORR
2007
Springer
94views Education» more  CORR 2007»
13 years 10 months ago
Exploring the academic invisible web
Purpose: To provide a critical review of Bergman’s 2001 study on the Deep Web. In addition, we bring a new concept into the discussion, the Academic Invisible Web (AIW). We defi...
Dirk Lewandowski, Philipp Mayr
TEC
2012
197views Formal Methods» more  TEC 2012»
12 years 1 months ago
Improving Generalization Performance in Co-Evolutionary Learning
Recently, the generalization framework in co-evolutionary learning has been theoretically formulated and demonstrated in the context of game-playing. Generalization performance of...
Siang Yew Chong, Peter Tino, Day Chyi Ku, Xin Yao