Hello!
Have a pleasant day ahead. I am a master thesis student from University of Computer studies Yangon. I am currently doing thesis with C4.5 algorithm in data mining field. My project is written by java. That's why the java source code for C4.5 algorithm is needed. At first, I just the weka jar file as library file to make easy for my project. But unfortunately, the teachers from my university reject this and ask me to find the java source code. Even I can make the jar file to java class file, the problem is I can't thoroughly understand about jar file. If you have that java source code for C4.5 algorithm, please kindly send me. Please send to my email - hninhtethtetkhine[at]ucsy.edu.mm
Hope u will help me.
Thanks & Regards,
Hnin Htet Htet Khine
Posts: 8,059
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Joined: Mar 2014
java source code for c4 5 algorithm
It’s time to go deeper in decision tree induction. In this post, I’ll give summary on real-world implementation (i.e. the implementation has been used in actual data mining scenario) called C4.5.
C4.5
C4.5 is collection of algorithms for performing classifications in machine learning and data mining. It develops the classification model as a decision tree. C4.5 consists of three groups of algorithm: C4.5, C4.5-no-pruning and C4.5-rules. In this summary, we will focus on the basic C4.5 algorithm
Algorithm
In a nutshell, C4.5 is implemented recursively with this following sequence
Check if algorithm satisfies termination criteria
Computer information-theoretic criteria for all attributes
Choose best attribute according to the information-theoretic criteria
Create a decision node based on the best attribute in step 3
Induce (i.e. split) the dataset based on newly created decision node in step 4
For all sub-dataset in step 5, call C4.5 algorithm to get a sub-tree (recursive call)
Attach the tree obtained in step 6 to the decision node in step 4
Return tree
plz send me c4.5 or c5.0 classification sorce code in C++ or java..
Hello
I am doing my masters degree in computer engineering,
right now my dissertation work is going on and i like your paper
INCREMENTAL ASSOCIATION RULE MINING USING PROMISING FREQUENT ITEMSET
ALGORITHM, AND CLASSIFY RULE. If you have java or C++ source code for C4.5 or Apriori algorithm, please kindly send me. and give any suggestion for thesis.
Please send to my email- sejal047.patel[at]gmail.com
