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interpret-ml avatar interpret-ml commented on May 22, 2024

Hi Vinh,

The graph is showing a histogram of residuals -- the real value minus the predicted value -- across the dataset. So the x-axis is the ranges of the residuals, and the y-axis is a count of how many instances fell into each bucket. The metrics in the title are more standard performance metrics (rmse is the root mean squared error, and R2 is the coefficient of determination).

Not including x-axis and y-axis titles in this graph was an oversight on our part. Thanks for reporting this -- we'll fix it in the next update!

from interpret.

interpret-ml avatar interpret-ml commented on May 22, 2024

Should be fixed in the latest release today (v0.1.1). Let us know if you have further issues, thanks!

from interpret.

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