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Found 2 papers, 1 papers with code
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw
The goal of this paper is to examine all baseline methods that are independent of feature values and determine which model is the `best' and why.
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction Models
Summarizing, the DD baseline is: (1) general, as it is applicable to all binary classification problems; (2) simple, as it is quickly determined without training or parameter-tuning; (3) informative, as insightful conclusions can be drawn from the results.
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