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- 16:45, 20 October 2011 (diff | hist) . . (+265) . . stat841f11 (→Backpropagation Continued (Lecture: Oct. 18, 2011): - added figure illustrating the three hidden layers with corrected labels (l,i,j), the previous labels did not match the equations.)
- 16:42, 20 October 2011 (diff | hist) . . (+76) . . N File:Backprop.png (Illustration of the hidden layers for backpropagation with correct labeling.) (current)
- 16:19, 20 October 2011 (diff | hist) . . (+2,465) . . stat841f11 (→Backpropagation Continued (Lecture: Oct. 18, 2011): - added deep neural network section and description.)
- 15:45, 20 October 2011 (diff | hist) . . (+1,938) . . stat841f11 (→Backpropagation Continued (Lecture: Oct. 18, 2011): - edited and added descriptions to backpropagation algorithm.)
- 14:57, 20 October 2011 (diff | hist) . . (+1,528) . . stat841f11 (→Newton-Raphson Method (Lecture: Oct 11, 2011): - →Perceptron: - Adding more info on the history of perceptron/neural models.)
- 10:24, 17 October 2011 (diff | hist) . . (-42) . . stat841f11 (→Perceptron Learning Algorithm (Lecture: Oct. 13, 2011): - minor formatting edits (for trying to improve readability).)
- 10:12, 17 October 2011 (diff | hist) . . (+581) . . stat841f11 (→Perceptron Learning Algorithm (Lecture: Oct. 13, 2011): - removing redundant information, fixing formatting, adding new information to feed forward neural networks section.)
- 09:36, 17 October 2011 (diff | hist) . . (+6) . . stat841f11 (→Perceptron Learning Algorithm (Lecture: Oct. 13, 2011): - minor edit fixing figure file name.)
- 09:34, 17 October 2011 (diff | hist) . . (+277) . . stat841f11 (→Perceptron Learning Algorithm (Lecture: Oct. 13, 2011): - added corrected figure and description for the hyperplane.)
- 09:32, 17 October 2011 (diff | hist) . . (+96) . . N File:Hyperplane.png (Perceptron decision boundary illustration (used for deriving the perceptron learning algorithm).) (current)
- 09:28, 16 October 2011 (diff | hist) . . (+911) . . stat841f11 (→Perceptron Learning Algorithm (Lecture: Oct. 13, 2011): - making corrections and adding new information.)
- 09:49, 14 October 2011 (diff | hist) . . (-14) . . stat841f11 (→Newton-Raphson Method (Lecture: Oct 11, 2011): - minor edit fixing equation.)
- 10:38, 13 October 2011 (diff | hist) . . (+17) . . stat841f11 (→Newton-Raphson Method (Lecture: Oct 11, 2011): - merged two sections covering similar ideas, added new info.)
- 10:13, 13 October 2011 (diff | hist) . . (+870) . . stat841f11 (→Newton-Raphson Method (Lecture: Oct 11, 2011): - corrected and added formulae.)
- 09:37, 13 October 2011 (diff | hist) . . (+65) . . stat841f11 (→Linear and Logistic Regression (Lecture: Oct. 06, 2011): - minor edits, adding missing indices to x (more significant contributions to this section were made at earlier date).)
- 09:26, 13 October 2011 (diff | hist) . . (0) . . stat841f11 (→Linear and Logistic Regression (Lecture: Oct. 06, 2011): - fixing two broken links (more significant contributions to this section were made at earlier date).)
- 17:12, 11 October 2011 (diff | hist) . . (+12) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - minor formatting cleanup (more significant contributions to this section were made at earlier date).)
- 17:07, 11 October 2011 (diff | hist) . . (-737) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - fix summary formatting and structure (more significant contributions to this section were made at earlier date).)
- 16:31, 11 October 2011 (diff | hist) . . (+38) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - some formatting cleanup (more significant contributions to this section were made at earlier date).)
- 16:06, 11 October 2011 (diff | hist) . . (-24) . . stat841f11 (→Fisher Discriminant Analysis (FDA) (Lecture: Sep. 29, 2011): - minor cleanup (more significant contributions to this section were made at earlier date).)
- 18:03, 10 October 2011 (diff | hist) . . (-17) . . stat841f11 (→Linear and Logistic Regression (Lecture: Oct. 06, 2011): - fixing heading.)
- 18:01, 10 October 2011 (diff | hist) . . (+1,038) . . stat841f11 (→Linear and Logistic Regression (Lecture: Oct. 06, 2011): - adding formulas, expressions, explanation and edits.)
- 15:40, 6 October 2011 (diff | hist) . . (+990) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - added info on some variants/extensions of FDA.)
- 15:09, 6 October 2011 (diff | hist) . . (+599) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - added some info on the original use of FDA by R. A. Fisher.)
- 14:57, 6 October 2011 (diff | hist) . . (+140) . . stat841f11 (→Fisher Discriminant Analysis (FDA) Continued (Lecture: Oct. 04, 2011): - fixing errors and formatting.)
- 13:40, 6 October 2011 (diff | hist) . . (+2,428) . . f11Stat841proposal (→Project 10: Learning in Robots: - project proposal.)
- 15:14, 30 September 2011 (diff | hist) . . (+3) . . stat841f11 (→Example 2: - minor correction to Matlab code.)
- 11:45, 30 September 2011 (diff | hist) . . (+10,346) . . stat841f11 (→Principal Component Analysis (PCA) Continued (Lecture: Sep. 29, 2011): - Primary contribution (added PCA and FDA lecture notes).)
- 11:41, 30 September 2011 (diff | hist) . . (+119) . . N File:Handwritten23.PNG (A. Ghodsi, "PCA" class notes for STAT841, Department of Statistics and Actuarial Science, University of Waterloo, 2011.) (current)
- 10:59, 30 September 2011 (diff | hist) . . (+92) . . N File:FreyFaceExample.PNG (S. Roweis (2011). Data for MATLAB. [Online]. Available: http://cs.nyu.edu/~roweis/data.html.) (current)
- 09:04, 30 September 2011 (diff | hist) . . (+132) . . stat841f11 (→Principal Component Analysis (Lecture: Sep. 27, 2011): - editorial edit (fixing formatting, descriptions, typos).)
- 15:02, 29 September 2011 (diff | hist) . . (+1,038) . . stat841f11 (→Generalizing LDA and QDA: - added illustration and description of the difference between Euclidean and Mahalanobis distance for case 1 and 2.)
- 14:52, 29 September 2011 (diff | hist) . . (+155) . . N File:EuclideanVsMahalonobisDistance2.PNG (Source: R. De Maesschalck, D. Jouan-Rimbaud and D. L. Massart, "Tutorial - The Mahalanobis distance," Chemometrics and Intelligent Laboratory Systems, 2000) (current)
- 14:32, 29 September 2011 (diff | hist) . . (0) . . File:EuclideanVsMahalanobisDistance.PNG (uploaded a new version of "File:EuclideanVsMahalanobisDistance.PNG") (current)
- 14:28, 29 September 2011 (diff | hist) . . (0) . . File:EuclideanVsMahalanobisDistance.PNG (uploaded a new version of "File:EuclideanVsMahalanobisDistance.PNG")
- 14:28, 29 September 2011 (diff | hist) . . (0) . . File:EuclideanVsMahalanobisDistance.PNG (uploaded a new version of "File:EuclideanVsMahalanobisDistance.PNG")
- 14:27, 29 September 2011 (diff | hist) . . (+155) . . N File:EuclideanVsMahalanobisDistance.PNG (Source: R. De Maesschalck, D. Jouan-Rimbaud and D. L. Massart, "Tutorial - The Mahalanobis distance," Chemometrics and Intelligent Laboratory Systems, 2000)
- 09:50, 29 September 2011 (diff | hist) . . (+1,091) . . stat841f11 (→LDA and QDA: - added description at beginning.)
- 09:44, 29 September 2011 (diff | hist) . . (+104) . . stat841f11 (Added lecture dates to sections.)
- 16:04, 28 September 2011 (diff | hist) . . (-122) . . stat841f11 (Spacing and format edit.)
- 15:56, 28 September 2011 (diff | hist) . . (+2,241) . . stat841f11 (Updated Bayesian/Frequentist section with additional information.)
- 11:53, 25 September 2011 (diff | hist) . . (+908) . . stat841f11 (Expanded case 2 of the computation section. Added Mahalanobis distance mentioning.)
- 11:35, 25 September 2011 (diff | hist) . . (+5) . . singular Value Decomposition(SVD) (Spacing edit.)
- 11:34, 25 September 2011 (diff | hist) . . (+8) . . singular Value Decomposition(SVD) (Spacing edit.)
- 11:33, 25 September 2011 (diff | hist) . . (+332) . . singular Value Decomposition(SVD) (Expanded and restructured this page.)
- 09:44, 23 September 2011 (diff | hist) . . (-32) . . stat841f11 (Undo revision 11587 by G5chang (talk))
- 09:40, 23 September 2011 (diff | hist) . . (-7) . . stat841f11
- 09:37, 23 September 2011 (diff | hist) . . (+565) . . stat841f11
- 10:06, 22 September 2011 (diff | hist) . . (+714) . . stat841f11
- 22:12, 20 September 2011 (diff | hist) . . (+37) . . f11Stat841EditorSignUp
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