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Algorithm Accuracy Sensitivity/Recall Precision F-Measure ROC Area Rule-based RIPPER(JRip) 80.8581% 0.809 0.809 0.809 0.805 PART 78.5479% 0.785 0.786 0.786 0.781 Decision Table 81.8482% 0.818 0.823

Algorithm Accuracy Sensitivity/Recall Precision F-Measure ROC Area
Rule-based
RIPPER(JRip) 80.8581% 0.809 0.809 0.809 0.805
PART 78.5479% 0.785 0.786 0.786 0.781
Decision Table 81.8482% 0.818 0.823 0.817 0.867
Trees
Random Forest 82.1782% 0.822 0.822 0.821 0.903
J48 78.5479% 0.785 0.785 0.785 0.804
Random Tree 74.5875% 0.746 0.745 0.745 0.748
Functions
Artificial Neural Network (multilayer perception) 78.8779% 0.789 0.789 0.788 0.869
Simple Logistics 83.8284% 0.838 0.838 0.838 0.896
Bayes
Nave Bayes 83.4983% 0.835 0.836 0.834 0.894

Analyze the results in the table above. Explain in detail the performance of the above classifiers by comparing the classifier types . Select 1 classifier that is better suited for the dataset, that you wish to recommend, based on what measure(s) and why.

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