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09

Explainability

Explainability

See what parts of the text the models are using for your predictions. Output is a simple visual representation of the text with heatmap showing the relative importance of the text to the predictions made by the model.

Example

THOUSANDS of aviation jobs are at risk due to the coronavirus crisis, unions and industry bodies have warned. Less than two weeks on from the collapse of Flybe, Airlines UK said that the future of the aviation industry in the UK is at risk.

Output

THOUSANDS of aviation jobs are at risk due to the coronavirus crisis, unions and industry bodies have warned. Less than two weeks on from the collapse of Flybe, Airlines UK said that the future of the aviation industry in the UK is at risk.

Example

THOUSANDS of aviation jobs are at risk due to the coronavirus crisis, unions and industry bodies have warned. Less than two weeks on from the collapse of Flybe, Airlines UK said that the future of the aviation industry in the UK is at risk.

Output

THOUSANDS of aviation jobs are at risk due to the coronavirus crisis, unions and industry bodies have warned. Less than two weeks on from the collapse of Flybe, Airlines UK said that the future of the aviation industry in the UK is at risk.

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