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Show original input distribution
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Creates a chart that shows the input distribution of the original data.
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Fill missing training data
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Fill any missing values in the training data with the mean of the data in that column. If not checked, missing training data will not be included in the calculation.
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Perform input analysis
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Based on the prediction model, Analytics Explorer will recommend optimal input variable values
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| Percentage of data to train model |
This setting is not algorithm-specific and defaults to 80%. The algorithm uses 80% of the training data to create the model. The predicted values from the model are then compared to the actual values in the remaining 20% to evaluate the accuracy of the model. |