User contributions for NickChurch
A user with 132 edits. Account created on 30 September 2010.
11 December 2010
- 02:1302:13, 11 December 2010 diff hist +8 stat841f10 →Working Example - Diabetes Data Set
- 02:0802:08, 11 December 2010 diff hist +3 stat841f10 →Theoretically
- 01:5201:52, 11 December 2010 diff hist −37 stat841f10 →Two-class problem
- 01:4501:45, 11 December 2010 diff hist +272 stat841f10 →Obtaining Covariance Matrices
- 01:3701:37, 11 December 2010 diff hist +32 stat841f10 →Obtaining Covariance Matrices
- 01:3101:31, 11 December 2010 diff hist +126 stat841f10 →Obtaining Covariance Matrices
- 01:1701:17, 11 December 2010 diff hist −1,440 stat841f10 →Determining W: Satisfied and removed cleanup flag
- 01:0201:02, 11 December 2010 diff hist +48 stat841f10 →Rough definition
- 00:5300:53, 11 December 2010 diff hist +2 m stat841f10 →Computation For QDA And LDA
- 00:5100:51, 11 December 2010 diff hist −361 stat841f10 →Computation For QDA And LDA: Satisfied and removed cleanup notice
- 00:3400:34, 11 December 2010 diff hist +1,232 stat841f10 →Naive Bayes Classifiers: New section: Naive Bayes and the Generalized Additive Model
10 December 2010
- 22:0322:03, 10 December 2010 diff hist +111 stat841f10 →Regularization for Neural Network - November 4, 2010
- 21:5921:59, 10 December 2010 diff hist +862 stat841f10 →Regularization for Neural Network - November 4, 2010: New paragraph: introduces weight decay
- 21:2121:21, 10 December 2010 diff hist −208 stat841f10 →Support Vector Machine Cont., Kernel Trick - November 11, 2010: Satisfied and removed cleanup flag RE: feasibility of SVM programming problems
- 21:1821:18, 10 December 2010 diff hist +10 stat841f10 →Feasibility of the Primal and Dual Programming Problems
- 21:1621:16, 10 December 2010 diff hist +896 stat841f10 →Quadratic Programming Problem of SVMs and Dual Problem: New paragraph: feasibility of primal and dual SVM problems
- 20:5720:57, 10 December 2010 diff hist −815 stat841f10 →Case II: Non-separable data (Soft Margin)
- 20:4620:46, 10 December 2010 diff hist +1,487 stat841f10 →Case II: Non-separable data (Soft Margin): Satisfied and removed clean-up flags
- 20:4120:41, 10 December 2010 diff hist +149 stat841f10 →Case II: Non-separable data (Soft Margin)
- 20:3520:35, 10 December 2010 diff hist +335 stat841f10 →Case II: Non-separable data (Soft Margin): Paragraph re-written: concept of soft-margin being a general case of hard-margin SVM
- 19:5419:54, 10 December 2010 diff hist −15 stat841f10 →Upper bound for Hard Margin SVM in MATLAB's \, quadprog
- 19:5219:52, 10 December 2010 diff hist +1,237 stat841f10 →Support Vector Machine Cont., Kernel Trick - November 11, 2010: New paragraph: MATLAB trick for Hard Margin SVM
- 18:2118:21, 10 December 2010 diff hist +1,365 stat841f10 →Comments about Linear regression model: New paragraph: inverse-computation trick by adding identity matrix
9 December 2010
- 23:4623:46, 9 December 2010 diff hist +164 stat841f10 →Independent and Identically Distributed (iid) Data: Section rewritten to improve clarity
- 23:3423:34, 9 December 2010 diff hist +1 stat841f10 →Examples of Classification: another classification example included
- 23:3323:33, 9 December 2010 diff hist +78 stat841f10 →Examples of Classification
25 November 2010
- 16:2516:25, 25 November 2010 diff hist +2 schedule of Project Presentations →Schedule of Project Presentations
- 16:1816:18, 25 November 2010 diff hist +7 schedule of Project Presentations No edit summary
- 16:1816:18, 25 November 2010 diff hist +19 schedule of Project Presentations No edit summary
- 16:1716:17, 25 November 2010 diff hist +58 schedule of Project Presentations No edit summary
3 November 2010
- 20:0620:06, 3 November 2010 diff hist +31 stat841f10 →Mathematical Model of the FFNN with One Hidden Layer
2 November 2010
- 09:2309:23, 2 November 2010 diff hist +78 stat841f10 →Multi-Class Logistic Regression & Perceptron - October 19, 2010
31 October 2010
- 18:1518:15, 31 October 2010 diff hist +4 m proposal Fall 2010 →Project 11 : Use of Neural Networks and Genetic Algorithms on Demographic Data for Targeted Advertising
- 18:1318:13, 31 October 2010 diff hist −1 m proposal Fall 2010 →Project 11 : Use of Neural Networks and Genetic Algorithms on Demographic Data for Targeted Advertising
- 18:1218:12, 31 October 2010 diff hist +1,536 proposal Fall 2010 No edit summary
27 October 2010
- 22:4622:46, 27 October 2010 diff hist +15 stat841f10 →Lecture Summary: Language clarity & grammar
- 22:4322:43, 27 October 2010 diff hist +14 stat841f10 →Comparison with LDA
- 22:4022:40, 27 October 2010 diff hist −133 stat841f10 →Comparison with LDA: Cleanup tags satisfied: robustness comparison between LDA and Logarithmic Regression
- 22:1822:18, 27 October 2010 diff hist +4 m stat841f10 →Estimating Parameters \underline{\beta}
- 22:1622:16, 27 October 2010 diff hist +2 stat841f10 →Estimating Parameters \underline{\beta}
- 22:1522:15, 27 October 2010 diff hist +2 stat841f10 →Estimating Parameters \underline{\beta}: "nabla", not "delta" for gradient
- 22:1322:13, 27 October 2010 diff hist +2 stat841f10 →Estimating Parameters \underline{\beta}
- 22:1222:12, 27 October 2010 diff hist −434 stat841f10 →Logistic Regression Cont. - October 14, 2010
- 22:1122:11, 27 October 2010 diff hist +428 stat841f10 →Estimating Parameters \underline{\beta}
25 October 2010
- 23:2423:24, 25 October 2010 diff hist +349 stat841f10 →Lecture summary: cleanup flag removed - lecture summary written
- 23:0123:01, 25 October 2010 diff hist +21 stat841f10 →Fitting a Logistic Regression
- 23:0023:00, 25 October 2010 diff hist −187 stat841f10 →Fitting a Logistic Regression: cleanup satisfied -- external link to vector calculus
- 22:5522:55, 25 October 2010 diff hist +9 m stat841f10 →Perceptron Learning Algorithm
- 22:4022:40, 25 October 2010 diff hist +6 stat841f10 →Linear Regression
- 22:3922:39, 25 October 2010 diff hist +5 m stat841f10 →Linear Regression