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SPARK-21245
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SPARK-17133
Resolve code duplication for classification/regression summarizers
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-21152
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SPARK-17133
Use level 3 BLAS operations in LogisticAggregator
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-18060
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SPARK-17133
Avoid unnecessary standardization in multinomial logistic regression training
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Seth Hendrickson
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Seth Hendrickson
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Resolved |
Fixed
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SPARK-17476
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SPARK-17133
Proper handling for unseen labels in logistic regression training.
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-17201
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SPARK-17133
Investigate numerical instability for MLOR without regularization
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-17163
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SPARK-17133
Merge MLOR into a single LOR interface
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Seth Hendrickson
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Seth Hendrickson
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Resolved |
Fixed
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SPARK-17151
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SPARK-17133
Decide how to handle inferring number of classes in Multinomial logistic regression
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-17140
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SPARK-17133
Add initial model to MultinomialLogisticRegression
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Seth Hendrickson
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Seth Hendrickson
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Resolved |
Invalid
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SPARK-17139
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SPARK-17133
Add model summary for MultinomialLogisticRegression
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Weichen Xu
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Seth Hendrickson
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Resolved |
Fixed
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SPARK-17138
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SPARK-17133
Python API for multinomial logistic regression
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Weichen Xu
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Seth Hendrickson
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Resolved |
Fixed
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SPARK-17137
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SPARK-17133
Add compressed support for multinomial logistic regression coefficients
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Seth Hendrickson
|
Seth Hendrickson
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Resolved |
Fixed
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SPARK-17136
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SPARK-17133
Design optimizer interface for ML algorithms
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Unassigned
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Seth Hendrickson
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Resolved |
Incomplete
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SPARK-17135
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SPARK-17133
Consolidate code in linear/logistic regression where possible
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Unassigned
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Seth Hendrickson
|
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Resolved |
Incomplete
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SPARK-17134
|
SPARK-17133
Use level 2 BLAS operations in LogisticAggregator
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Seth Hendrickson
|
Seth Hendrickson
|
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Resolved |
Incomplete
|
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SPARK-17090
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SPARK-17133
Make tree aggregation level in linear/logistic regression configurable
|
Qian Huang
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Seth Hendrickson
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Resolved |
Fixed
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