1. From Quinlan (1993) obtain the C4.5 decision tree algorithm and test it on a data set.There are..

1. From Quinlan (1993) obtain the C4.5 decision tree
algorithm and test it on a data set.There are complete programs and data sets
for C4.5 available from this reference.

2. Develop a domain theory for explanation-based
learning in some problem area of your choice. Trace the behavior of an
explanation-based learner in applying this theory to several training
instances.

3. Develop an explanation-based learning algorithm
in the language of your choice. If you use PROLOG, consider the algorithms developed
in Section 15.8.3.

4. Consider the tic-tac-toe example of Section
10.7.2. Implement

1. From Quinlan (1993) obtain the C4.5 decision tree
algorithm and test it on a data set.There are complete programs and data sets
for C4.5 available from this reference.

2. Develop a domain theory for explanation-based
learning in some problem area of your choice. Trace the behavior of an
explanation-based learner in applying this theory to several training
instances.

3. Develop an explanation-based learning algorithm
in the language of your choice. If you use PROLOG, consider the algorithms developed
in Section 15.8.3.

4. Consider the tic-tac-toe example of Section
10.7.2. Implement the temporal difference learning algorithm in the language of
your choice. If you designed the algorithm to take into account problem
symmetries, what do you expect to happen? How might this limit your solution?

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