Space-Efficient Feature Maps for String Alignment Kernels

Keyphrases

• Feature Map 100%
• Efficient Features 100%
• String Alignment Kernels 100%
• Random Fourier Features 33%
• Edit Distance 33%
• Prediction Accuracy 22%
• Alignment Kernel 22%
• Large-scale Application 22%
• String Classification 22%
• String Data 22%
• Computational Efficiency 11%
• Computation Complexity 11%
• Input Vector 11%
• Ability to Learn 11%
• Output Vector 11%
• String Analysis 11%
• Metric Embedding 11%
• String Kernel 11%
• Massive String 11%
• Accuracy Scalability 11%
• Data Analysis Tools 11%
• Edit-sensitive Parsing 11%
• Application in Practice 11%
• Space Reduction 11%
• Concentration Bounds 11%
• Superior Performance 11%

Engineering

• Fourier Feature 100%
• Metrics 33%
• Input Vector 33%
• Computation Complexity 33%
• Output Vector 33%
• Data Analysis Tool 33%

Computer Science

• Feature Map 100%
• Prediction Accuracy 22%
• Support Vector Machine 22%
• Approximation (Algorithm) 11%
• Parsing 11%
• Computation Complexity 11%
• Superior Performance 11%