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assignments:assignment5 [CS545 fall 2016]

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assignments:assignment5 [2016/10/17 19:20]
asa
assignments:assignment5 [2016/10/17 19:24]
asa [Grading]
Line 59: Line 59:
  
 <​code>​ <​code>​
-Grading sheet for assignment ​4+Grading sheet for assignment ​5
  
-Part 1:  40 points. +Part 1:  15 points.
-( 5 points): ​ Primal SVM formulation is correct +
-(10 points): ​ Lagrangian found correctly +
-(10 points): ​ Derivation of saddle point equations +
-(15 points): ​ Derivation of the dual +
- +
-Part 2:  15 points. +
- +
-Part 2:  15 points. +
- +
-Part 3:  30 points. +
-(15 points): ​ Accuracy as a function of parameters and discussion of the results +
-(10 points): ​ Comparison of normalized and non-normalized kernels and correct model selection +
-( 5 points): ​ Visualization of the kernel matrix and observations made about it+
  
 +Part 2:  85 points.
 +(25 points): ​ Exploration of a network with a single hidden layer
 +(25 points): ​ Exploration of a network with two hidden layers
 +(15 points): ​ How to add weight decay
 +(15 points): ​ Linear activation function
 +( 5 points): ​ Fixing the code so it handles the bias term correctly
 </​code>​ </​code>​
assignments/assignment5.txt · Last modified: 2016/10/18 09:18 by asa