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feat: allow fit
to take additional eval data in linear and ensemble models
#1096
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The additional eval data would be used to measure the fitted model and attach the measurement to the underlying BQML model, which can be used as benchmark for the model consumers in BigQuery Studio and otherwise.
fit
to take additional eval data in linear modelsfit
to take additional eval data in linear and ensemble models
jiaxunwu
approved these changes
Oct 23, 2024
TrevorBergeron
approved these changes
Oct 24, 2024
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Labels
api: bigquery
Issues related to the googleapis/python-bigquery-dataframes API.
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The additional eval data would be used to measure the fitted model and attach the measurement to the underlying BQML model, which can be used as benchmark for the model consumers in BigQuery Studio and otherwise.
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LinearRegression
: screenshot/4iDNvucVfsEEZiq,LogisticRegression
: screenshot/AqvzuVt4RBPjpw2RandomForestClassifier
: screenshot/AGxZJoyRNYdZWY4RandomForestRegressor
: screenshot/BuvCqmsp7UJ9CdpXGBClassifier
: screenshot/BY7Eb7Ar22zsZBFXGBRegressor
: screenshot/66ey2Ci4xWPPU3wFixes internal issue 372344226 🦕