stat841f11: Revision history

18 November 2020

• curprev 12:3012:30, 18 November 2020‎ Gtompkin talk contribs‎ m 321,746 bytes +6‎ →‎Case 2: Linearly Non-Separable Data (Soft Margin)
• curprev 12:2812:28, 18 November 2020‎ Gtompkin talk contribs‎ m 321,740 bytes +6‎ →‎Apply KKT conditions

14 March 2018

• curprev 21:3721:37, 14 March 2018‎ S366chen talk contribs‎ 321,734 bytes +2‎ →‎Algorithm Version 2 http://www.cs.ubbcluj.ro/~csatol/mach_learn/bemutato/BenkKelemen_Boosting.pdf

30 August 2017

• curprev 09:4509:45, 30 August 2017‎ Conversion script talk contribs‎ m 321,732 bytes 0‎ Conversion script moved page Stat841f11 to stat841f11: Converting page titles to lowercase

29 September 2015

• curprev 12:1712:17, 29 September 2015‎ Rqiao talk contribs‎ m 321,732 bytes 0‎ →‎Extensions to Multiclass Case
• curprev 12:0012:00, 29 September 2015‎ Rqiao talk contribs‎ m 321,732 bytes 0‎ →‎Extensions to Multiclass Case

10 August 2015

• curprev 14:5914:59, 10 August 2015‎ WikiSysop talk contribs‎ 321,732 bytes +95‎ No edit summary

19 December 2011

• curprev 12:1912:19, 19 December 2011‎ Tseyedta talk contribs‎ 321,637 bytes 0‎ →‎Kernel Function
• curprev 11:4611:46, 19 December 2011‎ Tseyedta talk contribs‎ 321,637 bytes +1‎ →‎Kernel Function
• curprev 11:4411:44, 19 December 2011‎ Tseyedta talk contribs‎ 321,636 bytes +1‎ →‎Kernel Function
• curprev 11:3711:37, 19 December 2011‎ Tseyedta talk contribs‎ 321,635 bytes +15‎ →‎Kernel Function
• curprev 11:2311:23, 19 December 2011‎ Tseyedta talk contribs‎ 321,620 bytes +12‎ →‎Kernel Function
• curprev 11:1411:14, 19 December 2011‎ Tseyedta talk contribs‎ 321,608 bytes +3‎ →‎Kernel Function

18 December 2011

• curprev 21:5821:58, 18 December 2011‎ Tseyedta talk contribs‎ 321,605 bytes +54‎ →‎Algorithm Version 2 http://www.cs.ubbcluj.ro/~csatol/mach_learn/bemutato/BenkKelemen_Boosting.pdf
• curprev 21:1621:16, 18 December 2011‎ Tseyedta talk contribs‎ 321,551 bytes +45‎ →‎Algorithm Version 1
• curprev 21:0621:06, 18 December 2011‎ Tseyedta talk contribs‎ 321,506 bytes +36‎ →‎AdaBoost
• curprev 21:0321:03, 18 December 2011‎ Tseyedta talk contribs‎ 321,470 bytes +354‎ →‎Bagging
• curprev 20:5520:55, 18 December 2011‎ Tseyedta talk contribs‎ 321,116 bytes +1,335‎ →‎Graphical Models
• curprev 20:4420:44, 18 December 2011‎ Tseyedta talk contribs‎ 319,781 bytes +243‎ →‎Graphical Models
• curprev 20:1920:19, 18 December 2011‎ Tseyedta talk contribs‎ 319,538 bytes +342‎ →‎Metric Learning
• curprev 20:1020:10, 18 December 2011‎ Tseyedta talk contribs‎ 319,196 bytes 0‎ →‎One-Against-One (Pairwise) method
• curprev 20:0920:09, 18 December 2011‎ Tseyedta talk contribs‎ 319,196 bytes −9‎ →‎One-Against-One (Pairwise) method
• curprev 20:0620:06, 18 December 2011‎ Tseyedta talk contribs‎ 319,205 bytes +2‎ →‎One-Against-One (Pairwise) method
• curprev 19:5419:54, 18 December 2011‎ Tseyedta talk contribs‎ 319,203 bytes −2,049‎ →‎Multiclass Support Vector Machines
• curprev 19:4819:48, 18 December 2011‎ Tseyedta talk contribs‎ 321,252 bytes +370‎ →‎Multiclass Support Vector Machines
• curprev 19:4319:43, 18 December 2011‎ Tseyedta talk contribs‎ 320,882 bytes +475‎ →‎Multiclass Support Vector Machines
• curprev 19:3419:34, 18 December 2011‎ Tseyedta talk contribs‎ 320,407 bytes +2‎ →‎Multiclass Support Vector Machines
• curprev 19:3319:33, 18 December 2011‎ Tseyedta talk contribs‎ 320,405 bytes +132‎ →‎Multiclass Support Vector Machines
• curprev 19:3019:30, 18 December 2011‎ Tseyedta talk contribs‎ 320,273 bytes +62‎ →‎Multiclass Support Vector Machines
• curprev 19:2419:24, 18 December 2011‎ Tseyedta talk contribs‎ 320,211 bytes +304‎ →‎Multiclass Support Vector Machines
• curprev 19:2119:21, 18 December 2011‎ Tseyedta talk contribs‎ 319,907 bytes +25‎ →‎Multiclass Support Vector Machines
• curprev 19:1919:19, 18 December 2011‎ Tseyedta talk contribs‎ 319,882 bytes +1‎ →‎One-Vs-One (Pairwaise) method
• curprev 19:1719:17, 18 December 2011‎ Tseyedta talk contribs‎ 319,881 bytes +3‎ →‎One-Vs-One (Pairwaise) method
• curprev 19:1519:15, 18 December 2011‎ Tseyedta talk contribs‎ 319,878 bytes +983‎ →‎Multiclass Support Vector Machines
• curprev 18:2518:25, 18 December 2011‎ Tseyedta talk contribs‎ 318,895 bytes +278‎ →‎Multiclass Support Vector Machines

7 December 2011

• curprev 14:2114:21, 7 December 2011‎ Sm2kang talk contribs‎ 318,617 bytes +118‎ →‎RBF Network Complexity Control (Lecture: Oct. 25, 2011)
• curprev 14:1514:15, 7 December 2011‎ Sm2kang talk contribs‎ 318,499 bytes +302‎ →‎SPCA
• curprev 14:0314:03, 7 December 2011‎ Sm2kang talk contribs‎ 318,197 bytes +15‎ →‎Decision Trees

6 December 2011

• curprev 21:2021:20, 6 December 2011‎ Hojat talk contribs‎ 318,182 bytes +642‎ →‎Deep Neural Network
• curprev 20:5520:55, 6 December 2011‎ Hojat talk contribs‎ 317,540 bytes +19‎ →‎Principal Component Analysis (PCA) (Lecture: Sep. 27, 2011)
• curprev 20:5220:52, 6 December 2011‎ Hojat talk contribs‎ 317,521 bytes +320‎ →‎Principal Component Analysis (PCA) (Lecture: Sep. 27, 2011)
• curprev 04:1004:10, 6 December 2011‎ Graveend talk contribs‎ 317,201 bytes 0‎ →‎Bagging
• curprev 04:0204:02, 6 December 2011‎ Graveend talk contribs‎ 317,201 bytes −3‎ →‎Comparison with Neural Networks www.cs.toronto.edu/~ruiyan/csc411/Tutorial11.ppt
• curprev 04:0004:00, 6 December 2011‎ Graveend talk contribs‎ 317,204 bytes +5‎ →‎Introduction
• curprev 03:5803:58, 6 December 2011‎ Graveend talk contribs‎ 317,199 bytes +215‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 03:5203:52, 6 December 2011‎ Graveend talk contribs‎ 316,984 bytes +13‎ →‎Linear Regression
• curprev 03:5103:51, 6 December 2011‎ Graveend talk contribs‎ 316,971 bytes +1‎ →‎Linear Regression
• curprev 03:4903:49, 6 December 2011‎ Graveend talk contribs‎ 316,970 bytes +19‎ →‎Linear Regression
• curprev 03:1203:12, 6 December 2011‎ Graveend talk contribs‎ 316,951 bytes +153‎ →‎Disadvantages:
• curprev 03:0603:06, 6 December 2011‎ Graveend talk contribs‎ 316,798 bytes +138‎ →‎Bagging
• curprev 02:5902:59, 6 December 2011‎ Graveend talk contribs‎ 316,660 bytes +164‎ →‎Decision Trees
• curprev 02:5602:56, 6 December 2011‎ Graveend talk contribs‎ 316,496 bytes +135‎ →‎Network Training
• curprev 02:5202:52, 6 December 2011‎ Graveend talk contribs‎ 316,361 bytes +475‎ →‎Soft Margin SVM Implementation
• curprev 02:3102:31, 6 December 2011‎ Graveend talk contribs‎ 315,886 bytes +2‎ →‎Different Approaches for Complexity Control
• curprev 01:5601:56, 6 December 2011‎ Graveend talk contribs‎ 315,884 bytes +45‎ →‎Over-fitting and Under-fitting
• curprev 01:4401:44, 6 December 2011‎ Graveend talk contribs‎ 315,839 bytes −3‎ →‎Perceptron
• curprev 01:4001:40, 6 December 2011‎ Graveend talk contribs‎ 315,842 bytes +13‎ →‎Newton's Method
• curprev 01:3401:34, 6 December 2011‎ Graveend talk contribs‎ 315,829 bytes +12‎ →‎Newton's Method
• curprev 01:2501:25, 6 December 2011‎ Graveend talk contribs‎ 315,817 bytes −7‎ →‎Maximum Likelihood Estimation
• curprev 01:2201:22, 6 December 2011‎ Graveend talk contribs‎ 315,824 bytes +106‎ →‎Maximum Likelihood Estimation
• curprev 01:1501:15, 6 December 2011‎ Graveend talk contribs‎ 315,718 bytes −19‎ →‎general guidelines for building a regression model
• curprev 01:1001:10, 6 December 2011‎ Graveend talk contribs‎ 315,737 bytes −5‎ →‎Linear Regression
• curprev 01:0601:06, 6 December 2011‎ Graveend talk contribs‎ 315,742 bytes −5‎ →‎Linear Regression
• curprev 00:3500:35, 6 December 2011‎ Graveend talk contribs‎ 315,747 bytes +6‎ →‎Summary

5 December 2011

• curprev 22:0522:05, 5 December 2011‎ Graveend talk contribs‎ 315,741 bytes −55‎ →‎PCA
• curprev 22:0022:00, 5 December 2011‎ Graveend talk contribs‎ 315,796 bytes +4‎ →‎Fisher Discriminant Analysis (FDA) (Lecture: Sep. 29, 2011 - Oct. 04, 2011)
• curprev 22:0022:00, 5 December 2011‎ Graveend talk contribs‎ 315,792 bytes +163‎ →‎Fisher Discriminant Analysis (FDA) (Lecture: Sep. 29, 2011 - Oct. 04, 2011)
• curprev 20:3020:30, 5 December 2011‎ Graveend talk contribs‎ 315,629 bytes +3‎ →‎Dual PCA
• curprev 18:4818:48, 5 December 2011‎ Graveend talk contribs‎ 315,626 bytes −112‎ →‎Theoretically
• curprev 18:4318:43, 5 December 2011‎ Graveend talk contribs‎ 315,738 bytes +74‎ →‎The Number of Parameters in LDA and QDA
• curprev 18:3618:36, 5 December 2011‎ Graveend talk contribs‎ 315,664 bytes +3‎ →‎Multi-Class Classification
• curprev 18:3318:33, 5 December 2011‎ Graveend talk contribs‎ 315,661 bytes +3‎ →‎Three Main Approaches
• curprev 18:2318:23, 5 December 2011‎ Graveend talk contribs‎ 315,658 bytes +11‎ →‎Bayes Classifier
• curprev 18:2118:21, 5 December 2011‎ Graveend talk contribs‎ 315,647 bytes +14‎ →‎Bayes Classifier
• curprev 18:1218:12, 5 December 2011‎ Graveend talk contribs‎ 315,633 bytes +50‎ →‎Bayes Classifier

30 November 2011

• curprev 13:2413:24, 30 November 2011‎ Sm2kang talk contribs‎ 315,583 bytes +27‎ →‎The Naive Bayes Classifier

28 November 2011

• curprev 23:4723:47, 28 November 2011‎ Sm2kang talk contribs‎ 315,556 bytes +30‎ →‎Kernel Trick
• curprev 23:3923:39, 28 November 2011‎ Sm2kang talk contribs‎ 315,526 bytes +54‎ →‎Kernel Trick
• curprev 23:3523:35, 28 November 2011‎ Sm2kang talk contribs‎ 315,472 bytes −1‎ →‎Kernel Trick
• curprev 23:3423:34, 28 November 2011‎ Sm2kang talk contribs‎ 315,473 bytes +287‎ →‎Kernel Trick
• curprev 23:1523:15, 28 November 2011‎ Sm2kang talk contribs‎ 315,186 bytes +45‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 22:5222:52, 28 November 2011‎ Hojat talk contribs‎ 315,141 bytes +25‎ →‎Soft Margin SVM Formulation Summary
• curprev 22:4522:45, 28 November 2011‎ Hojat talk contribs‎ 315,116 bytes 0‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 22:4322:43, 28 November 2011‎ Hojat talk contribs‎ 315,116 bytes +12‎ →‎Objective Function
• curprev 20:5320:53, 28 November 2011‎ Sm2kang talk contribs‎ 315,104 bytes +14‎ →‎Case 1: Linearly Separable (Hard Margin)

26 November 2011

• curprev 15:2815:28, 26 November 2011‎ B7kim talk contribs‎ 315,090 bytes 0‎ →‎Apply KKT conditions

25 November 2011

• curprev 22:3922:39, 25 November 2011‎ Hojat talk contribs‎ 315,090 bytes +221‎ →‎Support Vector Machine Continued (Lecture: Nov. 1, 2011)
• curprev 22:1122:11, 25 November 2011‎ Hojat talk contribs‎ 314,869 bytes +367‎ →‎Graphical Models

24 November 2011

• curprev 11:3811:38, 24 November 2011‎ Melmassa talk contribs‎ 314,502 bytes +131‎ →‎Other boosters
• curprev 11:3011:30, 24 November 2011‎ Melmassa talk contribs‎ 314,371 bytes +94‎ →‎AdaBoost
• curprev 11:2511:25, 24 November 2011‎ Melmassa talk contribs‎ 314,277 bytes +130‎ →‎Other boosters

23 November 2011

• curprev 17:0017:00, 23 November 2011‎ Z284wang talk contribs‎ 314,147 bytes +24‎ →‎Kernel Function
• curprev 16:5816:58, 23 November 2011‎ Z284wang talk contribs‎ 314,123 bytes +374‎ →‎Kernel Function

22 November 2011

• curprev 13:5113:51, 22 November 2011‎ Melmassa talk contribs‎ 313,749 bytes +3‎ →‎Sufficient Dimensionality Reduction (SDR)
• curprev 13:4413:44, 22 November 2011‎ Dnicoara talk contribs‎ 313,746 bytes +621‎ →‎CART (Classfication and Regression Tree)
• curprev 13:3013:30, 22 November 2011‎ Dnicoara talk contribs‎ 313,125 bytes +138‎ →‎Other Methods for Reduction
• curprev 13:2113:21, 22 November 2011‎ Dnicoara talk contribs‎ 312,987 bytes +321‎ →‎Extensions and Applications
• curprev 12:5912:59, 22 November 2011‎ Dnicoara talk contribs‎ 312,666 bytes +631‎ →‎Further Information of Kernel Functions
• curprev 10:0810:08, 22 November 2011‎ Hojat talk contribs‎ 312,035 bytes +34‎ →‎Soft Margin SVM Problem Interpretation
• curprev 09:5809:58, 22 November 2011‎ Hojat talk contribs‎ 312,001 bytes +11‎ →‎Apply KKT conditions
• curprev 09:5309:53, 22 November 2011‎ Hojat talk contribs‎ 311,990 bytes +1‎ →‎Soft Margin SVM Derivation of Dual
• curprev 09:5109:51, 22 November 2011‎ Hojat talk contribs‎ 311,989 bytes +38‎ →‎Soft Margin SVM Derivation of Dual
• curprev 09:4109:41, 22 November 2011‎ Hojat talk contribs‎ 311,951 bytes +2‎ →‎Case 2: Linearly Non-Separable Data (Soft Margin)
• curprev 09:3909:39, 22 November 2011‎ Hojat talk contribs‎ 311,949 bytes +14‎ →‎Case 2: Linearly Non-Separable Data (Soft Margin)
• curprev 09:3509:35, 22 November 2011‎ Hojat talk contribs‎ 311,935 bytes +2‎ →‎Case 2: Linearly Non-Separable Data (Soft Margin)
• curprev 09:0709:07, 22 November 2011‎ Hojat talk contribs‎ 311,933 bytes +2‎ →‎Kernel Trick
• curprev 09:0509:05, 22 November 2011‎ Hojat talk contribs‎ 311,931 bytes +16‎ →‎Kernel Trick
• curprev 09:0309:03, 22 November 2011‎ Hojat talk contribs‎ 311,915 bytes +4‎ →‎Kernel Trick
• curprev 01:0401:04, 22 November 2011‎ Hojat talk contribs‎ 311,911 bytes +2‎ →‎Examining KKT Conditions
• curprev 00:5300:53, 22 November 2011‎ Hojat talk contribs‎ 311,909 bytes −5‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 00:5100:51, 22 November 2011‎ Hojat talk contribs‎ 311,914 bytes +8‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 00:4800:48, 22 November 2011‎ Hojat talk contribs‎ 311,906 bytes +130‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 00:4000:40, 22 November 2011‎ Hojat talk contribs‎ 311,776 bytes +20‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 00:3400:34, 22 November 2011‎ Hojat talk contribs‎ 311,756 bytes −2‎ →‎Objective Function
• curprev 00:3200:32, 22 November 2011‎ Hojat talk contribs‎ 311,758 bytes 0‎ →‎Visualizing the Cost Function
• curprev 00:2900:29, 22 November 2011‎ Hojat talk contribs‎ 311,758 bytes +25‎ →‎Visualizing the Cost Function

21 November 2011

• curprev 23:4023:40, 21 November 2011‎ Z284wang talk contribs‎ 311,733 bytes +77‎ →‎Soft Margin SVM Derivation of Dual
• curprev 23:3523:35, 21 November 2011‎ Z284wang talk contribs‎ 311,656 bytes +24‎ →‎Kernel Trick
• curprev 23:3323:33, 21 November 2011‎ Z284wang talk contribs‎ 311,632 bytes +189‎ →‎Kernel Trick
• curprev 23:1923:19, 21 November 2011‎ Z284wang talk contribs‎ 311,443 bytes +112‎ →‎Support Vector Machine Continued (Lecture: Nov. 1, 2011)
• curprev 19:1619:16, 21 November 2011‎ J2shan talk contribs‎ 311,331 bytes +453‎ →‎Pros and Cons of using Boltzmann Machines
• curprev 16:2116:21, 21 November 2011‎ Ramelard talk contribs‎ 310,878 bytes +719‎ →‎Supervised Principal Component Analysis (Lecture: Nov. 8, 2011)
• curprev 15:5915:59, 21 November 2011‎ Ramelard talk contribs‎ 310,159 bytes +148‎ →‎Support Vector Machine Continued (Lecture: Nov. 3, 2011)
• curprev 15:4615:46, 21 November 2011‎ Ramelard talk contribs‎ 310,011 bytes +530‎ →‎Support Vector Machine Continued (Lecture: Nov. 1, 2011)
• curprev 14:2214:22, 21 November 2011‎ Ramelard talk contribs‎ 309,481 bytes +1,237‎ →‎Side Note: A memory from the past of Dr. Ali Ghodsi
• curprev 13:0113:01, 21 November 2011‎ Ramelard talk contribs‎ 308,244 bytes +278‎ No edit summary
• curprev 12:4912:49, 21 November 2011‎ Ramelard talk contribs‎ 307,966 bytes +457‎ No edit summary

20 November 2011

• curprev 00:4800:48, 20 November 2011‎ Hojat talk contribs‎ 307,509 bytes −1‎ →‎Case 1: Linearly Separable (Hard Margin)
• curprev 00:4400:44, 20 November 2011‎ Hojat talk contribs‎ 307,510 bytes +1‎ →‎Side Note: A memory from the past of Dr. Ali Ghodsi

19 November 2011

• curprev 17:2317:23, 19 November 2011‎ Jlglaist talk contribs‎ 307,509 bytes +476‎ No edit summary
• curprev 16:5916:59, 19 November 2011‎ Jlglaist talk contribs‎ 307,033 bytes +343‎ Decision Trees

18 November 2011

• curprev 16:0316:03, 18 November 2011‎ Dsevern talk contribs‎ 306,690 bytes +104‎ →‎Ranking Features
• curprev 15:5015:50, 18 November 2011‎ Dsevern talk contribs‎ 306,586 bytes −8‎ →‎Decision Trees
• curprev 15:4815:48, 18 November 2011‎ Dsevern talk contribs‎ 306,594 bytes −92‎ →‎Decision Trees
• curprev 15:2015:20, 18 November 2011‎ Dsevern talk contribs‎ 306,686 bytes +1,114‎ →‎Metric Learning
• curprev 12:5112:51, 18 November 2011‎ Caugusta2 talk contribs‎ 305,572 bytes +7,585‎ →‎References

17 November 2011

• curprev 21:2921:29, 17 November 2011‎ Ymyu talk contribs‎ 297,987 bytes +2‎ →‎Random Forest
• curprev 21:2721:27, 17 November 2011‎ Ymyu talk contribs‎ 297,985 bytes +1,085‎ →‎Random Forest
• curprev 17:3717:37, 17 November 2011‎ Ymyu talk contribs‎ 296,900 bytes −5‎ →‎Ranking Features
• curprev 17:3617:36, 17 November 2011‎ Ymyu talk contribs‎ 296,905 bytes +836‎ →‎Ranking Features
• curprev 17:2317:23, 17 November 2011‎ Ymyu talk contribs‎ 296,069 bytes −1‎ →‎Decision Trees
• curprev 17:2117:21, 17 November 2011‎ Ymyu talk contribs‎ 296,070 bytes +1‎ →‎Decision Trees
• curprev 17:1817:18, 17 November 2011‎ Ymyu talk contribs‎ 296,069 bytes +1,150‎ →‎Decision Trees
• curprev 16:3616:36, 17 November 2011‎ G5chang talk contribs‎ 294,919 bytes +268‎ →‎Boosting (Lecture: Nov. 10, 2011): - some edits and formatting fixes.
• curprev 15:3815:38, 17 November 2011‎ G5chang talk contribs‎ 294,651 bytes +228‎ →‎Boosting (Lecture: Nov. 10, 2011): - restructuring of section for better flow, some edits.

16 November 2011

• curprev 18:2518:25, 16 November 2011‎ Caugusta2 talk contribs‎ 294,423 bytes +1,947‎ →‎Random Forest
• curprev 18:0118:01, 16 November 2011‎ Caugusta2 talk contribs‎ 292,476 bytes +594‎ →‎Bagging
• curprev 17:2617:26, 16 November 2011‎ Caugusta2 talk contribs‎ 291,882 bytes +321‎ →‎Examples of Classification
• curprev 17:0117:01, 16 November 2011‎ Caugusta2 talk contribs‎ 291,561 bytes −2‎ →‎Relation to support-vector machines
• curprev 16:5816:58, 16 November 2011‎ Caugusta2 talk contribs‎ 291,563 bytes +1,517‎ →‎AdaBoost – Pros and Contras
• curprev 16:5616:56, 16 November 2011‎ Caugusta2 talk contribs‎ 290,046 bytes +234‎ →‎Boosting (Lecture: Nov. 10, 2011)
• curprev 12:3812:38, 16 November 2011‎ Caugusta2 talk contribs‎ 289,812 bytes −2‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 12:3312:33, 16 November 2011‎ Caugusta2 talk contribs‎ m 289,814 bytes +133‎ →‎Examining KKT Conditions
• curprev 03:3103:31, 16 November 2011‎ Sleigh talk contribs‎ 289,681 bytes +39‎ →‎Kernel Trick
• curprev 03:2403:24, 16 November 2011‎ Sleigh talk contribs‎ 289,642 bytes −1‎ →‎Examining KKT Conditions
• curprev 03:1603:16, 16 November 2011‎ Sleigh talk contribs‎ 289,643 bytes +4‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 03:1403:14, 16 November 2011‎ Sleigh talk contribs‎ 289,639 bytes +2‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 03:0903:09, 16 November 2011‎ Sleigh talk contribs‎ 289,637 bytes −2‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 03:0503:05, 16 November 2011‎ Sleigh talk contribs‎ 289,639 bytes +9‎ →‎Network Training
• curprev 03:0303:03, 16 November 2011‎ Sleigh talk contribs‎ 289,630 bytes +124‎ →‎Network Training

15 November 2011

• curprev 23:1323:13, 15 November 2011‎ Caugusta2 talk contribs‎ 289,506 bytes +1,412‎ →‎The Naive Bayes Classifier
• curprev 21:1621:16, 15 November 2011‎ J58smith talk contribs‎ 288,094 bytes 0‎ →‎Side Note: A memory from the past of Dr. Ali Ghodsi
• curprev 21:1221:12, 15 November 2011‎ J58smith talk contribs‎ 288,094 bytes +4‎ →‎Introduction
• curprev 21:0921:09, 15 November 2011‎ J58smith talk contribs‎ 288,090 bytes +2‎ →‎Introduction
• curprev 20:5920:59, 15 November 2011‎ J58smith talk contribs‎ 288,088 bytes +1‎ →‎Introduction
• curprev 20:4620:46, 15 November 2011‎ J58smith talk contribs‎ 288,087 bytes 0‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 18:1618:16, 15 November 2011‎ Ymyu talk contribs‎ 288,087 bytes +831‎ →‎Cross Validation
• curprev 17:5417:54, 15 November 2011‎ Ymyu talk contribs‎ 287,256 bytes +449‎ →‎Advantages of Logistic Regression
• curprev 17:4817:48, 15 November 2011‎ Ymyu talk contribs‎ 286,807 bytes +896‎ →‎Linear Regression
• curprev 17:4117:41, 15 November 2011‎ Ymyu talk contribs‎ 285,911 bytes +279‎ →‎Linear Regression
• curprev 17:3517:35, 15 November 2011‎ Ymyu talk contribs‎ 285,632 bytes +2‎ →‎Relation to support-vector machines
• curprev 17:3417:34, 15 November 2011‎ Ymyu talk contribs‎ 285,630 bytes +408‎ →‎Relation to support-vector machines
• curprev 17:0417:04, 15 November 2011‎ Melmassa talk contribs‎ 285,222 bytes +883‎ →‎Soft Margin SVM with Kernel
• curprev 16:0316:03, 15 November 2011‎ Ymyu talk contribs‎ 284,339 bytes +124‎ →‎Relation to support-vector machines
• curprev 16:0116:01, 15 November 2011‎ Ymyu talk contribs‎ 284,215 bytes +1,763‎ →‎Other boosters
• curprev 15:4715:47, 15 November 2011‎ Ymyu talk contribs‎ 282,452 bytes +1‎ →‎Other boosters
• curprev 15:4315:43, 15 November 2011‎ Ymyu talk contribs‎ 282,451 bytes +6‎ →‎Other boosters
• curprev 15:3815:38, 15 November 2011‎ Ymyu talk contribs‎ 282,445 bytes +1,663‎ →‎Other boosters
• curprev 15:0415:04, 15 November 2011‎ Ymyu talk contribs‎ 280,782 bytes +332‎ →‎Different Techniques for Dimensionality Reduction
• curprev 12:0112:01, 15 November 2011‎ Melmassa talk contribs‎ 280,450 bytes +16‎ →‎Support Vector Machine Continued (Lecture: Nov. 1, 2011)

14 November 2011

• curprev 18:5418:54, 14 November 2011‎ J58smith talk contribs‎ 280,434 bytes +151‎ →‎CART(Classfication and Regression Tree)
• curprev 18:4718:47, 14 November 2011‎ J58smith talk contribs‎ 280,283 bytes +784‎ →‎CART(Classfication and Regression Tree)
• curprev 18:2918:29, 14 November 2011‎ J58smith talk contribs‎ 279,499 bytes +623‎ →‎Random Forest
• curprev 14:0614:06, 14 November 2011‎ Brose talk contribs‎ 278,876 bytes +598‎ →‎Choosing thresholds
• curprev 09:4209:42, 14 November 2011‎ Jmunoz2 talk contribs‎ 278,278 bytes +410‎ →‎Boosting (Lecture: Nov. 10, 2011)
• curprev 01:3301:33, 14 November 2011‎ Jlglaist talk contribs‎ 277,868 bytes +857‎ Added to Kernel section
• curprev 01:0201:02, 14 November 2011‎ H4su talk contribs‎ m 277,011 bytes −4‎ →‎Generalized SURE for Exponential Families
• curprev 01:0101:01, 14 November 2011‎ H4su talk contribs‎ m 277,015 bytes +646‎ →‎Generalized SURE for Exponential Families
• curprev 00:5800:58, 14 November 2011‎ H4su talk contribs‎ m 276,369 bytes +204‎ →‎Sketch of Trace Cyclical Property Proof:
• curprev 00:5600:56, 14 November 2011‎ H4su talk contribs‎ m 276,165 bytes +372‎ →‎Case 2: Estimating Error using Data Points from Training Set and more information about SURE
• curprev 00:5100:51, 14 November 2011‎ H4su talk contribs‎ m 275,793 bytes +8‎ →‎SURE for RBF Network Complexity Control
• curprev 00:4900:49, 14 November 2011‎ H4su talk contribs‎ m 275,785 bytes +48‎ →‎Case 2: Estimating Error using Data Points from Training Set
• curprev 00:4000:40, 14 November 2011‎ H4su talk contribs‎ m 275,737 bytes +189‎ →‎Case 1: Estimating Error using Data Points from Test Set
• curprev 00:3200:32, 14 November 2011‎ H4su talk contribs‎ m 275,548 bytes +571‎ →‎Further Reading on RBF
• curprev 00:2600:26, 14 November 2011‎ H4su talk contribs‎ m 274,977 bytes +1,579‎ →‎Support Vector Method Packages=
• curprev 00:2400:24, 14 November 2011‎ H4su talk contribs‎ m 273,398 bytes +44‎ →‎Discussion on the Dual of the Lagrangian
• curprev 00:2200:22, 14 November 2011‎ H4su talk contribs‎ m 273,354 bytes +775‎ →‎Writing Lagrangian Form of Support Vector Machine and Quadratic_programming
• curprev 00:1300:13, 14 November 2011‎ H4su talk contribs‎ m 272,579 bytes +30‎ →‎Support Vector Method Solving Real-world Problems
• curprev 00:1100:11, 14 November 2011‎ H4su talk contribs‎ m 272,549 bytes +1,740‎ →‎SVM Solving Real-world Problems
• curprev 00:0500:05, 14 November 2011‎ H4su talk contribs‎ m 270,809 bytes +943‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011) background information

13 November 2011

• curprev 23:5823:58, 13 November 2011‎ H4su talk contribs‎ m 269,866 bytes +3‎ →‎Writing Lagrangian Form of Support Vector Machine
• curprev 23:5623:56, 13 November 2011‎ H4su talk contribs‎ m 269,863 bytes +32‎ →‎Support Vector Machines (Lecture: Oct. 27, 2011)
• curprev 23:5123:51, 13 November 2011‎ H4su talk contribs‎ m 269,831 bytes +889‎ →‎Further Information of Kernel Functions
• curprev 23:4423:44, 13 November 2011‎ H4su talk contribs‎ m 268,942 bytes +1,917‎ →‎Kernel Trick Backgourd Information
• curprev 23:3723:37, 13 November 2011‎ H4su talk contribs‎ m 267,025 bytes +395‎ →‎Support Vectors
• curprev 23:3123:31, 13 November 2011‎ H4su talk contribs‎ m 266,630 bytes +92‎ →‎Examining KKT Conditions
• curprev 23:2323:23, 13 November 2011‎ H4su talk contribs‎ m 266,538 bytes +10‎ →‎Further Readings
• curprev 23:2223:22, 13 November 2011‎ H4su talk contribs‎ m 266,528 bytes +725‎ →‎Further Readings
• curprev 23:1623:16, 13 November 2011‎ H4su talk contribs‎ m 265,803 bytes +83‎ →‎Objective Function
• curprev 22:5622:56, 13 November 2011‎ H4su talk contribs‎ m 265,720 bytes +72‎ →‎Applying KKT Condition
• curprev 17:2717:27, 13 November 2011‎ H4fu talk contribs‎ 265,648 bytes +247‎ →‎Boosting (Lecture: Nov. 10, 2011)
• curprev 00:5800:58, 13 November 2011‎ Kwebster talk contribs‎ 265,401 bytes −104‎ →‎The Network System
• curprev 00:3200:32, 13 November 2011‎ Kwebster talk contribs‎ 265,505 bytes +75‎ →‎The Network System
• curprev 00:1300:13, 13 November 2011‎ Kwebster talk contribs‎ 265,430 bytes +18‎ →‎The Network System

12 November 2011

• curprev 20:1320:13, 12 November 2011‎ Kwebster talk contribs‎ m 265,412 bytes −234‎ →‎Some Matrix Differentiation Properties
• curprev 20:0020:00, 12 November 2011‎ Kwebster talk contribs‎ 265,646 bytes −17‎ →‎Bagging
• curprev 19:5319:53, 12 November 2011‎ Kwebster talk contribs‎ m 265,663 bytes +127‎ →‎Bagging
• curprev 19:4919:49, 12 November 2011‎ Kwebster talk contribs‎ 265,536 bytes +66‎ →‎Sufficient Dimensionality Reduction (SDR)
• curprev 19:4719:47, 12 November 2011‎ Kwebster talk contribs‎ 265,470 bytes +1,473‎ →‎Sufficient Dimensionality Reduction (SDR)
• curprev 19:4119:41, 12 November 2011‎ Kwebster talk contribs‎ 263,997 bytes +1,049‎ →‎Sufficient Dimensionality Reduction (SDR)
• curprev 17:2617:26, 12 November 2011‎ Nhaghtal talk contribs‎ 262,948 bytes +9‎ →‎Forming the Lagrangian
• curprev 17:0617:06, 12 November 2011‎ Nhaghtal talk contribs‎ 262,939 bytes +165‎ →‎Kernel Trick
• curprev 16:5816:58, 12 November 2011‎ Nhaghtal talk contribs‎ 262,774 bytes −1,265‎ →‎KKT Conditions
• curprev 16:5616:56, 12 November 2011‎ Nhaghtal talk contribs‎ 264,039 bytes +1,267‎ →‎Kernel Trick
• curprev 14:4214:42, 12 November 2011‎ Nhaghtal talk contribs‎ 262,772 bytes −2‎ →‎KKT Conditions

11 November 2011

• curprev 23:4023:40, 11 November 2011‎ Nhaghtal talk contribs‎ 262,774 bytes +59‎ →‎Case 1: Estimating Error using Data Points from Test Set
• curprev 22:0522:05, 11 November 2011‎ Nhaghtal talk contribs‎ 262,715 bytes −57‎ →‎Important Notation
• curprev 22:0122:01, 11 November 2011‎ Nhaghtal talk contribs‎ 262,772 bytes +5‎ →‎Important Notation
• curprev 21:4621:46, 11 November 2011‎ Nhaghtal talk contribs‎ 262,767 bytes +77‎ →‎Network Training
• curprev 19:3819:38, 11 November 2011‎ Cj2chow talk contribs‎ 262,690 bytes +1,132‎ →‎K-Nearest-Neighbors(k-NN)
• curprev 16:3016:30, 11 November 2011‎ Cj2chow talk contribs‎ 261,558 bytes +227‎ →‎SPCA: Supervised Principle Compenent Analysis
• curprev 15:5615:56, 11 November 2011‎ Cj2chow talk contribs‎ 261,331 bytes +636‎ →‎boosting algorithms:
• curprev 13:4613:46, 11 November 2011‎ Nhaghtal talk contribs‎ 260,695 bytes +170‎ →‎Radial Basis Function Neural Network (RBF NN)
• curprev 13:2713:27, 11 November 2011‎ Nhaghtal talk contribs‎ 260,525 bytes +241‎ →‎Penalty Function
• curprev 13:1513:15, 11 November 2011‎ Nhaghtal talk contribs‎ 260,284 bytes −102‎ →‎Different Approaches for Complexity Control
• curprev 13:1213:12, 11 November 2011‎ Hojat talk contribs‎ 260,386 bytes −14‎ →‎Kernel Function
• curprev 13:1013:10, 11 November 2011‎ Nhaghtal talk contribs‎ 260,400 bytes +252‎ →‎Over-fitting and Under-fitting
• curprev 13:0513:05, 11 November 2011‎ Hojat talk contribs‎ 260,148 bytes −14‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 13:0113:01, 11 November 2011‎ Hojat talk contribs‎ 260,162 bytes −4‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 12:5612:56, 11 November 2011‎ Nhaghtal talk contribs‎ 260,166 bytes +58‎ →‎Model Selection (Complexity Control)
• curprev 12:4612:46, 11 November 2011‎ Hojat talk contribs‎ 260,108 bytes +15‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 12:4312:43, 11 November 2011‎ Hojat talk contribs‎ 260,093 bytes +6‎ →‎Hilbert-Schmidt Independence Criterion (HSIC)
• curprev 12:3112:31, 11 November 2011‎ Hojat talk contribs‎ 260,087 bytes 0‎ →‎Sufficient Dimensionality Reduction (SDR)
• curprev 11:1211:12, 11 November 2011‎ Ramelard talk contribs‎ 260,087 bytes +692‎ No edit summary
• curprev 02:3502:35, 11 November 2011‎ M.Tahir talk contribs‎ 259,395 bytes +37‎ →‎Bagging
• curprev 02:2302:23, 11 November 2011‎ M.Tahir talk contribs‎ 259,358 bytes +8‎ →‎Advantages and disadvantages of Decision Tree
• curprev 02:1502:15, 11 November 2011‎ M.Tahir talk contribs‎ 259,350 bytes +610‎ →‎Ranking features
• curprev 01:5701:57, 11 November 2011‎ M.Tahir talk contribs‎ 258,740 bytes +164‎ →‎CART(Classfication and Regression Tree)
• curprev 01:5101:51, 11 November 2011‎ M.Tahir talk contribs‎ 258,576 bytes −933‎ →‎boosting algorithms:
• curprev 01:3701:37, 11 November 2011‎ M.Tahir talk contribs‎ 259,509 bytes +933‎ →‎boosting algorithms: