User contributions for M12chen
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5 December 2009
- 00:3400:34, 5 December 2009 diff hist +42 stat841 →Forming the Lagrangian
- 00:3200:32, 5 December 2009 diff hist +76 stat841 →Applying KKT conditions
- 00:2900:29, 5 December 2009 diff hist +65 stat841 →Cross-Validation (CV) - Introduction
- 00:2500:25, 5 December 2009 diff hist +66 stat841 →Example:
4 December 2009
- 22:1122:11, 4 December 2009 diff hist +70 stat841 →Property
- 22:1022:10, 4 December 2009 diff hist +432 stat841 →K-Nearest Neighbours Classification
- 22:0222:02, 4 December 2009 diff hist +52 stat841 →Bagging
- 21:5721:57, 4 December 2009 diff hist −79 stat841 →Limitation of SVM algorithm [http://www.cse.unr.edu/~bebis/MathMethods/SVM/lecture.pdf]
- 21:5621:56, 4 December 2009 diff hist −7 stat841 →Positives and Negatives of SVM When Optimizing SVM[http://www.cse.unr.edu/~bebis/MathMethods/SVM/lecture.pdf]
- 21:5521:55, 4 December 2009 diff hist +19 stat841 →Positives and Negatives of SVM [http://www.cse.unr.edu/~bebis/MathMethods/SVM/lecture.pdf]
- 21:5121:51, 4 December 2009 diff hist −13 stat841 →Extension: Positives and Negatives of SVM [http://www.cse.unr.edu/~bebis/MathMethods/SVM/lecture.pdf]
- 21:4921:49, 4 December 2009 diff hist +492 stat841 →Limitation of SVM algorithm
- 21:4721:47, 4 December 2009 diff hist +37 stat841 →Extention:Support Vector Machines for Pattern Recognition
- 21:4521:45, 4 December 2009 diff hist +2 stat841 →Extension: Positives and Negatives of SVM [http://www.cse.unr.edu/~bebis/MathMethods/SVM/lecture.pdf]
- 21:4321:43, 4 December 2009 diff hist +562 stat841 →Extension: Finding Optimal Parameter Values
- 21:2721:27, 4 December 2009 diff hist +26 stat841 →Linear and Quadratic Discriminant Analysis cont'd - October 5, 2009
- 21:2521:25, 4 December 2009 diff hist −11 stat841 →Linear and Quadratic Discriminant Analysis cont'd - October 5, 2009
- 21:2421:24, 4 December 2009 diff hist +897 stat841 →Linear and Quadratic Discriminant Analysis cont'd - October 5, 2009
- 02:3102:31, 4 December 2009 diff hist +168 stat841 →Limitation
- 02:2802:28, 4 December 2009 diff hist +20 stat841 →Definition
- 02:1702:17, 4 December 2009 diff hist +389 stat841 →Difficulties of training deep architecture []
- 02:0002:00, 4 December 2009 diff hist +2,824 stat841 →Difficulties of training deep architecture
- 01:5401:54, 4 December 2009 diff hist +54 stat841 →Deep Neural Network
30 November 2009
- 20:3620:36, 30 November 2009 diff hist −14 stat841 →Extension--Multi-class SVM[http://en.wikipedia.org/wiki/Support_vector_machine#Extensions_to_the_linear_SVM]
- 20:3520:35, 30 November 2009 diff hist −12 stat841 →Extension--Multi-class SVM
- 20:3220:32, 30 November 2009 diff hist +1,495 stat841 →Extension
- 20:2020:20, 30 November 2009 diff hist +16 stat841 →Maximum Margin Classifiers in the Linearly separable case
- 20:1420:14, 30 November 2009 diff hist −1 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 20:1120:11, 30 November 2009 diff hist −71 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 20:0720:07, 30 November 2009 diff hist +207 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 20:0220:02, 30 November 2009 diff hist 0 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 20:0020:00, 30 November 2009 diff hist +1 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 19:5819:58, 30 November 2009 diff hist +183 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 19:4819:48, 30 November 2009 diff hist 0 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 19:4119:41, 30 November 2009 diff hist +163 stat841 →Important Notation[http://en.wikipedia.org/wiki/Stein's_unbiased_risk_estimate]
- 19:2519:25, 30 November 2009 diff hist +47 stat841 →Stein's Lemma
- 13:5613:56, 30 November 2009 diff hist +7 stat841 →Introduction
29 November 2009
- 01:2401:24, 29 November 2009 diff hist 0 stat841 →Three popular kernel choices in the SVM
- 01:2201:22, 29 November 2009 diff hist +2 stat841 →Three popular kernel choices in the SVM
- 01:2101:21, 29 November 2009 diff hist 0 stat841 →Three popular kernel choices in the SVM
- 01:2001:20, 29 November 2009 diff hist +89 stat841 →Three popular kernel choices in the SVM
- 01:1701:17, 29 November 2009 diff hist +23 stat841 →Three popular kernel choices in the SVM
- 01:1501:15, 29 November 2009 diff hist +92 stat841 →Three popular kernel choices in the SVM
- 01:1201:12, 29 November 2009 diff hist +20 stat841 →Three popular kernel choices in the SVM
- 01:1101:11, 29 November 2009 diff hist +173 stat841 →Three popular kernel choices in the SVM
- 01:0301:03, 29 November 2009 diff hist +380 stat841 →Three popular kernel choices in the SVM
- 00:5400:54, 29 November 2009 diff hist +49 stat841 →Mercer's Theorem in detail
- 00:3000:30, 29 November 2009 diff hist −2 stat841 →Problems with the Algorithm and Issues Affecting Convergence
- 00:2900:29, 29 November 2009 diff hist +144 stat841 →Problems with the Algorithm and Issues Affecting Convergence
- 00:2100:21, 29 November 2009 diff hist +527 stat841 →Extension
- 00:1200:12, 29 November 2009 diff hist +1 stat841 →Extension
- 00:1100:11, 29 November 2009 diff hist −284 stat841 →Extension
- 00:0400:04, 29 November 2009 diff hist +153 stat841 →Extension
- 00:0100:01, 29 November 2009 diff hist +20 stat841 →Extension
28 November 2009
- 23:5623:56, 28 November 2009 diff hist +159 stat841 →Extension
- 23:5223:52, 28 November 2009 diff hist +140 stat841 →Extension
- 23:4823:48, 28 November 2009 diff hist +19 stat841 →Fitting a Logistic Regression
- 23:4423:44, 28 November 2009 diff hist +49 stat841 →logistic function
21 November 2009
- 19:3919:39, 21 November 2009 diff hist +85 stat841 →Neural Networks (NN) - October 28, 2009
- 19:3319:33, 21 November 2009 diff hist +1 stat841 →Neural Networks (NN) - October 28, 2009
- 19:3219:32, 21 November 2009 diff hist +6 stat841 →Neural Networks (NN) - October 28, 2009
- 19:3219:32, 21 November 2009 diff hist +258 stat841 →Neural Networks (NN) - October 28, 2009
- 19:2919:29, 21 November 2009 diff hist −257 stat841 →Neural Networks (NN) - October 28, 2009
- 19:2819:28, 21 November 2009 diff hist +257 stat841 →Neural Networks (NN) - October 28, 2009
- 19:1019:10, 21 November 2009 diff hist +56 stat841 →Perceptron
13 November 2009
- 22:0422:04, 13 November 2009 diff hist −21 stat841 →Radial Basis Function (RBF) Networks - November 9th, 2009(Working in process!)
- 22:0222:02, 13 November 2009 diff hist +3 stat841 →Model selection or complexity control for RBF Network - a brief introduction
- 22:0122:01, 13 November 2009 diff hist −1 stat841 →Model selection or complexity control for RBF Network - a brief introduction
- 22:0022:00, 13 November 2009 diff hist +11 stat841 →Model selection or complexity control for RBF Network - a brief introduction
- 21:5121:51, 13 November 2009 diff hist +61 stat841 →Interpretation of RBF Network classification
- 21:4821:48, 13 November 2009 diff hist 0 stat841 →Interpretation of RBF Network classification
- 21:4421:44, 13 November 2009 diff hist 0 stat841 →Interpretation of RBF Network classification
- 21:3921:39, 13 November 2009 diff hist −3 stat841 →Interpretation of RBF Network classification
- 21:3721:37, 13 November 2009 diff hist −15 stat841 →RBF Network for classification (A probabilistic point of view)
- 21:3621:36, 13 November 2009 diff hist +9 stat841 →RBF Network for classification (A probabilistic point of view)
- 21:3321:33, 13 November 2009 diff hist +2 stat841 →RBF Network for classification (A probabilistic point of view)
- 21:3121:31, 13 November 2009 diff hist −1 stat841 →RBF Network for classification (A probabilistic point of view)
- 15:5615:56, 13 November 2009 diff hist −27 stat841 →Model selection or complexity control for RBF Network - a brief introduction
- 15:5615:56, 13 November 2009 diff hist −27 stat841 →Interpretation of RBF Network classification
- 15:5315:53, 13 November 2009 diff hist +77 stat841 →Interpretation of RBF Network classification
- 15:4915:49, 13 November 2009 diff hist +4 stat841 →RBF Network for classification (A probabilistic point of view)
- 15:4815:48, 13 November 2009 diff hist −4 stat841 →Interpretation of RBF Network classification
- 15:4615:46, 13 November 2009 diff hist +9 stat841 →Interpretation of RBF Network classification
- 15:4515:45, 13 November 2009 diff hist +4 stat841 →Interpretation of RBF Network classification
- 15:4415:44, 13 November 2009 diff hist +1 stat841 →Interpretation of RBF Network classification
- 15:4315:43, 13 November 2009 diff hist +27 stat841 →Interpretation of RBF Network classification
- 15:4015:40, 13 November 2009 diff hist −1 stat841 →Interpretation of RBF Network classification
- 15:3915:39, 13 November 2009 diff hist +3 stat841 →Interpretation of RBF Network classification
- 13:2713:27, 13 November 2009 diff hist +7 stat841 →Interpretation of RBF Network classification
- 13:2513:25, 13 November 2009 diff hist +91 stat841 →Interpretation of RBF Network classification
- 13:2113:21, 13 November 2009 diff hist 0 stat841 →Interpretation of RBF Network classification
- 13:1413:14, 13 November 2009 diff hist −1 stat841 →Interpretation of RBF Network classification
- 13:1313:13, 13 November 2009 diff hist +3 stat841 →Interpretation of RBF Network classification
- 13:1113:11, 13 November 2009 diff hist +3 stat841 →Interpretation of RBF Network classification
- 12:5412:54, 13 November 2009 diff hist −2 stat841 →RBF Network for classification (A probabilistic point of view)
- 12:5312:53, 13 November 2009 diff hist −4 stat841 →RBF Network for classification (A probabilistic point of view)
- 12:5112:51, 13 November 2009 diff hist −3 stat841 →RBF Networks for classification (A probabilistic point of view)
- 04:2604:26, 13 November 2009 diff hist −6 stat841 →Aside
- 04:2504:25, 13 November 2009 diff hist −55 stat841 →Aside
- 04:2204:22, 13 November 2009 diff hist 0 stat841 →Interpretation of RBF Network classification