Created
May 20, 2019 02:00
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Generate ROC curve in BQML
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SELECT | |
* | |
FROM | |
ML.ROC_CURVE(MODEL `bqml_tutorial.sample_model`, | |
( | |
SELECT | |
IF(totals.transactions IS NULL, 0, 1) AS label, | |
IFNULL(device.operatingSystem, "") AS os, | |
device.isMobile AS is_mobile, | |
IFNULL(geoNetwork.country, "") AS country, | |
IFNULL(totals.pageviews, 0) AS pageviews | |
FROM | |
`bigquery-public-data.google_analytics_sample.ga_sessions_*` | |
WHERE | |
_TABLE_SUFFIX BETWEEN '20170801' AND '20170830'), | |
GENERATE_ARRAY(0.4,0.6,0.01)) |
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