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» Permutation Tests for Studying Classifier Performance
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ICDM
2009
IEEE
111views Data Mining» more  ICDM 2009»
13 years 11 months ago
Permutation Tests for Studying Classifier Performance
Markus Ojala, Gemma C. Garriga
IPMI
2003
Springer
14 years 5 months ago
Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies
Abstract. Estimating statistical significance of detected differences between two groups of medical scans is a challenging problem due to the high dimensionality of the data and th...
Polina Golland, Bruce Fischl
IEAAIE
2005
Springer
13 years 10 months ago
Methods for Classifying Spot Welding Processes: A Comparative Study of Performance
Resistance spot welding is an important and widely used method for joining metal objects. In this paper, various classification methods for identifying welding processes are evalua...
Eija Haapalainen, Perttu Laurinen, Heli Junno, Lau...
BMCBI
2010
116views more  BMCBI 2010»
13 years 5 months ago
permGPU: Using graphics processing units in RNA microarray association studies
Background: Many analyses of microarray association studies involve permutation, bootstrap resampling and crossvalidation, that are ideally formulated as embarrassingly parallel c...
Ivo D. Shterev, Sin-Ho Jung, Stephen L. George, Ko...
KDD
2008
ACM
181views Data Mining» more  KDD 2008»
14 years 5 months ago
Fastanova: an efficient algorithm for genome-wide association study
Studying the association between quantitative phenotype (such as height or weight) and single nucleotide polymorphisms (SNPs) is an important problem in biology. To understand und...
Xiang Zhang, Fei Zou, Wei Wang 0010