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salesforce / TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
https://transmogrif.ai
BSD 3-Clause "New" or "Revised" License
2.24k stars 392 forks source link

Moved some multilabel stages to public repo. These stages convert the indexed probabilities predicted to named classes with probabilities. #509

Closed leahmcguire closed 4 years ago

leahmcguire commented 4 years ago

Related issues Fixed metadata comparison and added error message about stage that failed when mleap serialization does not work.

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codecov[bot] commented 4 years ago

Codecov Report

Merging #509 into master will increase coverage by 56.24%. The diff coverage is 53.84%.

Impacted file tree graph

@@             Coverage Diff             @@
##           master     #509       +/-   ##
===========================================
+ Coverage   22.15%   78.40%   +56.24%     
===========================================
  Files         346      347        +1     
  Lines       11848    11859       +11     
  Branches      612      606        -6     
===========================================
+ Hits         2625     9298     +6673     
+ Misses       9223     2561     -6662
Impacted Files Coverage Δ
...orce/op/stages/impl/feature/MultiLabelJoiner.scala 40.00% <40.00%> (ø)
...ala/com/salesforce/op/stages/SparkStageParam.scala 54.38% <100.00%> (+0.81%) :arrow_up:
...a/com/salesforce/op/test/OpPipelineStageSpec.scala 97.95% <100.00%> (+97.95%) :arrow_up:
...ala/com/salesforce/op/features/types/package.scala 55.47% <0.00%> (+0.68%) :arrow_up:
.../stages/impl/feature/OpIndexToStringNoFilter.scala 6.25% <0.00%> (+6.25%) :arrow_up:
...la/com/salesforce/op/features/FeatureBuilder.scala 33.79% <0.00%> (+6.89%) :arrow_up:
...orce/op/aggregators/MonoidAggregatorDefaults.scala 92.85% <0.00%> (+7.14%) :arrow_up:
...ain/scala/com/salesforce/op/features/Feature.scala 33.33% <0.00%> (+8.33%) :arrow_up:
...scala/com/salesforce/op/features/types/Lists.scala 75.00% <0.00%> (+8.33%) :arrow_up:
... and 198 more

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