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cross-validation (10) 10
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apparent error rate bessel function of matrix argument corporate financial data cross-validation diabetes data discriminant analysis holdout method iris data misclassification probability multivariate gamma function multivariate normal distribution resubstitution method stochastic representation wishart distribution (1) 1
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Journal of Diabetes and Metabolic Disorders, ISSN 2251-6581, 03/2015, Volume 14, Issue 1, pp. 12 - 12
Studies have indicated that the commonly used osteoporosis prescreening tools are not appropriate for use in every nation. This study was designed to develop... 
Logistic regression | Osteoporosis | Scoring | Prescreening | Holdout validation | Postmenopausal women | Analysis | Menopause | Risk factors
Journal Article
Management Science, ISSN 0025-1909, 7/2018, Volume 64, Issue 7, pp. 3187 - 3207
Journal Article
Molecular Ecology Resources, ISSN 1755-098X, 07/2010, Volume 10, Issue 4, pp. 701 - 710
It is well known that statistical classification procedures should be assessed using data that are separate from those used to train the classifier. This... 
Assignment test | Holdout data | Cross-validation | Training data | holdout data | EVOLUTIONARY BIOLOGY | BIOCHEMISTRY & MOLECULAR BIOLOGY | assignment test | training data | ECOLOGY | cross-validation | SELECTION | ACCURACY
Journal Article
Wetlands, ISSN 0277-5212, 6/2015, Volume 35, Issue 3, pp. 509 - 519
We determined the best predictors of an index of amphibian biotic integrity calculated from 54 shrub and forested wetlands in Ohio, USA using a two-step... 
Life Sciences | Coastal Sciences | Habitat alteration | Hydrogeology | Landscape Ecology | Disturbance | Freshwater & Marine Ecology | Ecology | Holdout validation | Amphibians | Environmental Management | Wetlands | LANDSCAPE | INDICATOR | POND OCCUPANCY | FROGS | ENVIRONMENTAL SCIENCES | CONSERVATION | COMMUNITY | POPULATION DECLINES | DISEASE | SPECIES RICHNESS | ECOLOGY | Analysis
Journal Article
IEEE Transactions on Computational Social Systems, ISSN 2329-924X, 06/2018, Volume 5, Issue 2, pp. 358 - 370
Journal Article
Applied Acoustics, ISSN 0003-682X, 11/2008, Volume 69, Issue 11, pp. 1108 - 1113
This paper describes the methodology through which the UK calculation of road traffic noise (CORTN) has been converted to the algorithms that are able to... 
Tehran's roads | Model calibration | Hourly A-weighted sound pressure level (L | ) | UK calculation of road traffic noise (CORTN) | Holdout validation
Journal Article
APPLIED ACOUSTICS, ISSN 0003-682X, 11/2008, Volume 69, Issue 11, pp. 1108 - 1113
This paper describes the methodology through which the UK calculation of road traffic noise (CORTN) has been converted to the algorithms that are able to... 
ACOUSTICS | Tehran's roads | hourly A-weighted sound pressure level (L-Aeq,L- 1h) | model calibration | holdout validation | UK calculation of road traffic noise (CORTN)
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2013, Volume 7828, pp. 1 - 10
Conference Proceeding
Applied Acoustics, ISSN 0003-682X, 2008, Volume 69, Issue 11, pp. 1108 - 1113
This paper describes the methodology through which the UK calculation of road traffic noise (CORTN) has been converted to the algorithms that are able to... 
Model calibration | Tehran’s roads | UK calculation of road traffic noise (CORTN) | Hourly A-weighted sound pressure level ( LAeq,1h) | Holdout validation
Journal Article
2012 Spring Congress on Engineering and Technology, 05/2012, pp. 1 - 5
Cross-Validation (CV) is the primary mechanism used in Machine Learning to control generalization error in the absence of sufficiently large quantities of... 
Training | Learning systems | Accuracy | Machine learning algorithms | Correlation | Machine learning | Testing | Bootstrapping | Holdout | Resubstitution error | Kappa | Bias | Cross-validation | Informedness | ROC AUC | Generalization error | F-measure
Conference Proceeding
2018 International Conference on Information Technology Systems and Innovation (ICITSI), 10/2018, pp. 43 - 48
The spread of international journals or scientific articles as research supporting material is increasing. This makes the number of available journal documents... 
ten-fold cross-validation | holdout method | k-nearest neighbor | classification | cosine similarity
Conference Proceeding
Journal Article
2012, Lecture Notes in Computer Science, ISBN 3642284868, Volume 7196, Issue 1
Book Chapter
Journal of Statistical Planning and Inference, ISSN 0378-3758, 2001, Volume 92, Issue 1, pp. 193 - 211
Logistic regression is a tool used by researchers for constructing models that classify observations into two categories/groups. It relates a binary dependent... 
Cutoff point | Training and holdout samples | Asymptotic variance | Consistency | Secondary 62J12 | Primary 62F12 | EXISTENCE | ERROR RATE | MODELS | cutoff point | NORMALITY | training and holdout samples | asymptotic variance | VALIDATION | STATISTICS & PROBABILITY | SELECTION | consistency
Journal Article
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