Combining Inductive and Analytical Learning
Inductive Learning | Analytical Learning | |
Goal | Hypothesis fits data | Hypothesis fits domain theory |
Justification | Statistical inference | Deductive Inference |
Advantages | Requires little prior knowledge | Learns from scarce data |
Pitfalls | Scarce data, incorrect bias | Imperfect domain theory |
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then refine using data.2 of 32