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- W1994344215 abstract "Abstract Classification problems (“find the odd-one-out”) are frequently used as tests of inductive reasoning to evaluate human or animal intelligence. This paper introduces a systematic method for building the set of all possible classification problems, followed by a simple algorithm for solving the problems of the R-ASCM, a psychometric test derived from this method. The average Hamming distance finds repetitions of features between and within the problems' sets; it manages to solve 97% of such problems. This performance is equaled only by superior human adults. Finally, these results demonstrate that a simple two-step algorithm can improve categorical case-based reasoning and k-NN algorithms while clarifying the cognitive basis of classification." @default.
- W1994344215 created "2016-06-24" @default.
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- W1994344215 date "2011-09-01" @default.
- W1994344215 modified "2023-09-26" @default.
- W1994344215 title "Building and solving odd-one-out classification problems: A systematic approach" @default.
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- W1994344215 doi "https://doi.org/10.1016/j.intell.2011.06.002" @default.
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