Preliminary Comparison of Hybrid Classification MethodsIdentifying Crime Documents in The White House Corpus

Preliminary Comparison of Hybrid Classification MethodsIdentifying Crime Documents in The White House Corpus

Experiment

• Benchmark Hybrids
• Run Different Classifiers
  • Identify Crime Documents
• Vary Threshold of Acceptability

Results

• Performance: Multiple information sources yield performance improvements.
• Cost: Performance obtained with low computational cost.
• Speed: Rapid classifier development.

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