move to multi-model pipeline - Githubissues

dotnet / machinelearning-modelbuilder

Simple UI tool to build custom machine learning models.

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move to multi-model pipeline #1357

Closed LittleLittleCloud closed 3 years ago

LittleLittleCloud commented 3 years ago

The benchmark shows the performances between two selected version are pretty close.

selected version: 16.5.11 (single-model AutoML) && 16.5.17 ( multi-model AutoML + multi-model pipeline)

failure ratio (1m1c)

failure ratio (10m1c)

metric (1m1c classification)

metric (10m1c classification)

metric (1m1c regression)

link to visualize board https://dataexplorer.azure.com/dashboards/fbc94028-62b1-4f32-a1a8-3875d54c7a75?_constraint=1m1c&_frameworks=MLNet_16.5.11&_frameworks=MLNet_16.5.17#5a03b7a5-561f-4828-a2fe-32cb09240997