inductive reasoning
Definition
Noun: - Inductive reasoning: A logical process of reasoning that moves from specific observations or detailed facts to broader generalizations and theories. It involves drawing a probable conclusion based on evidence, where the conclusion is likely but not guaranteed to be true.
Usage
Inductive reasoning is used to formulate hypotheses, generalizations, and predictions based on empirical evidence. - Scientists often use inductive reasoning to develop theories from experimental data. - Her conclusion was based on inductive reasoning, moving from the patterns she observed in the market data to a general prediction.
Advanced Usage
- In philosophy of science: Inductive reasoning is fundamental to the scientific method, contrasting with deductive reasoning. It is concerned with the support evidence provides for a conclusion.
- The problem of induction questions the logical justification for inductive reasoning.
- In artificial intelligence: Refers to algorithms that learn patterns and make predictions from datasets.
- Machine learning models rely on a form of inductive reasoning to infer rules from training examples.
Variants and Related Words
- Induction (n): The process or act of reasoning inductively; often used interchangeably with "inductive reasoning."
- The argument was an example of induction.
- Inductive (adj): Of, relating to, or using induction.
- She presented an inductive argument for her hypothesis.
Synonyms
- Generalization: The process of forming general concepts or principles from specific instances.
- Inductive inference: A conclusion reached through the process of induction.
Antonyms
- Deductive reasoning: A logical process that moves from general premises to a specific, certain conclusion.
- Unlike inductive reasoning, deductive reasoning guarantees the truth of the conclusion if the premises are true.
Noun
-
reasoning from detailed facts to general principles
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