Accurate and interpretable factorization machines

Keyphrases

• Factorization Machines 100%
• Interpretable Prediction 37%
• Non-linear Pattern 25%
• Prediction Accuracy 12%
• Nonparametric 12%
• Feature Representation 12%
• Classification Problem 12%
• Time Complexity 12%
• Scoring System 12%
• Polynomial Expansion 12%
• Low-dimensional Subspace 12%
• Prediction Score 12%
• Contribution Index 12%
• Ranking Problem 12%
• High Sparsity 12%
• Regression Problem 12%
• Feature Mapping 12%
• Classification via Regression 12%
• High-order Feature Interactions 12%
• Feature Interaction 12%
• Standard Factorization 12%
• 1-factorization 12%
• Data Binning 12%

Computer Science

• Feature Interaction 100%
• Experimental Result 50%
• Time Complexity 50%
• Sparsity 50%
• Dimensional Subspace 50%
• Feature Mapping 50%
• Scoring System 50%