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A framework for uncertainty estimation with bootstrap on maps.

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bkavlak/bootmap

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bootmap

Bootmap is an R framework for calculating uncertainty metrics from a crop map. This is our paper which we dive delve into the topic.

Tested with r-version=4.2.3

Alluvial Plot of the Confusion

Bootstrap Accuracy & Area Plots

These graphs displays the uncertainty of your model for each class and for each adjusted crop area.

Accuracy Plot Area Plot

As you increase n in bootstrap, the crops with enough sample converges to normal distribution. They grow just as plants!

Bootstrap Accuracy & Area Tables

The tables are a translation of graphs to another human-created language. 95% confidence is an estimate to give some advice for your uncertain life.

Accuracy Table Area Table

Class Area Adjustment Uncertainty Plot

This is a zoom to an accuracy plot of the Tomato class.

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A framework for uncertainty estimation with bootstrap on maps.

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