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Photo by Laraine Sanneke on http://labarker.com/NZbirds.html
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Problems
• Became increasingly difficult to maintain• Configuring made difficult for Developers• Installation was a frustration
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Problems
• Became increasingly difficult to maintain• Configuring made difficult for Developers• Installation was a frustration
Proposed Solution
Decided to Rewrite the system,Entirely in JAVA
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Performance of JAVA?
Implementing Computationally intensive Machine Learning Algorithms…..
Questionable???
JAVA“Write Once, Run Anywhere”
“Simple Packaging”“Distribution”
Performance of JAVA
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WEKA Version 3.4
WEKA Version 3.6
No. of Java Classes
690 1081
LOC (Lines of Code)
271,447 509,903
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Scatter plotsROC curvesTreesGraphs
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SQL viewerBayes network editor
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Scatter plotsROC curvesTreesGraphs
SQL viewerBayes network editor
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Scatter plotsROC curvesTreesGraphs
SQL viewerBayes network editor
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Statistics
Data Mining
AI
Machine Learning
Pattern Recognition
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