9 lines
961 B
Markdown
9 lines
961 B
Markdown
# `MlEvaluateDataFrameDataframeRegressionSummary` [interface-MlEvaluateDataFrameDataframeRegressionSummary]
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| Name | Type | Description |
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| - | - | - |
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| `huber` | [MlEvaluateDataFrameDataframeEvaluationValue](./MlEvaluateDataFrameDataframeEvaluationValue.md) | Pseudo Huber loss function. |
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| `mse` | [MlEvaluateDataFrameDataframeEvaluationValue](./MlEvaluateDataFrameDataframeEvaluationValue.md) | Average squared difference between the predicted values and the actual ( `ground truth`) value. |
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| `msle` | [MlEvaluateDataFrameDataframeEvaluationValue](./MlEvaluateDataFrameDataframeEvaluationValue.md) | Average squared difference between the logarithm of the predicted values and the logarithm of the actual ( `ground truth`) value. |
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| `r_squared` | [MlEvaluateDataFrameDataframeEvaluationValue](./MlEvaluateDataFrameDataframeEvaluationValue.md) | Proportion of the variance in the dependent variable that is predictable from the independent variables. |
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