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TableĀ 5 Predictive modeling tools

From: Survey on clinical prediction models for diabetes prediction

Predictive modeling tools
Risk groupers These tools are best used for Acturial
Profiling perspectives
Statistical models These tools require lots of historical data Linear regression
Logistic regression
Time series
Non-linear regression
Survival analysis
Artificial intelligence models These are new methods Fuzzy logic
Neural networks
Genetic algorithm
Nearest neighbor pairing
Conjugate gradient
Rule induction
Principal component analysis
Simulated annealing
Kohonen network