Open kushagra1606 opened 11 months ago
0.10.2
Trained a lightGBM classifier. I tried to save this in the native format and load it back again with the below code -
LightGBMClassificationModel.loadNativeModelFromString(model.getNativeModel())
I am not getting the same results with the load and save model as compared to original.
Can someone please help?
No response
area/cognitive
area/core
area/deep-learning
area/lightgbm
area/opencv
area/vw
area/website
area/build
area/notebooks
area/docker
area/models
language/scala
language/python
language/r
language/csharp
language/new
integrations/synapse
integrations/azureml
integrations/databricks
Hey @kushagra1606 :wave:! Thank you so much for reporting the issue/feature request :rotating_light:. Someone from SynapseML Team will be looking to triage this issue soon. We appreciate your patience.
SynapseML version
0.10.2
System information
Describe the problem
Trained a lightGBM classifier. I tried to save this in the native format and load it back again with the below code -
LightGBMClassificationModel.loadNativeModelFromString(model.getNativeModel())
I am not getting the same results with the load and save model as compared to original.
Can someone please help?
Code to reproduce issue
Other info / logs
No response
What component(s) does this bug affect?
area/cognitive
: Cognitive projectarea/core
: Core projectarea/deep-learning
: DeepLearning projectarea/lightgbm
: Lightgbm projectarea/opencv
: Opencv projectarea/vw
: VW projectarea/website
: Websitearea/build
: Project build systemarea/notebooks
: Samples under notebooks folderarea/docker
: Docker usagearea/models
: models related issueWhat language(s) does this bug affect?
language/scala
: Scala source codelanguage/python
: Pyspark APIslanguage/r
: R APIslanguage/csharp
: .NET APIslanguage/new
: Proposals for new client languagesWhat integration(s) does this bug affect?
integrations/synapse
: Azure Synapse integrationsintegrations/azureml
: Azure ML integrationsintegrations/databricks
: Databricks integrations