isotonic regressionの例文

例文

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1. Isotonic regression is used iteratively to fit ideal distances to preserve relative dissimilarity order.
2. An alternative approach to probability calibration is to fit an isotonic regression model to an ill-calibrated probability model.
3. A benefit of isotonic regression is that it does not assume any form for the target function, such as linearity assumed by linear regression.
4. Isotonic regression has applications in statistical inference, for example, to fit of an isotonic curve to mean experimental results when an order is expected.
5. In statistics, "'isotonic regression "'or "'monotonic regression "'is the technique of fitting a free-form line to a sequence of observations under the following constraints : the fitted free-form line has to be non-decreasing everywhere, and it has to lie as close to the observations as possible.