如documentation所示,我们已将ls_init_learn_rate
调整为匹配上一个加倍的学习率(在本例中为12.8)。但是,在交互步骤0的训练信息中指示的学习率是3.2。
此特定模型的查询如下,但是我们也测试了其他模型的相同行为。
#standardSQL
CREATE OR REPLACE MODEL `dataset.table`
OPTIONS(model_type='logistic_reg', ls_init_learn_rate=12.8) AS
SELECT
IF(totals.transactions IS NULL, 0, 1) AS label,
device.operatingSystem AS os,
device.isMobile AS is_mobile,
geoNetwork.country AS country,
totals.pageviews AS pageviews
FROM
`bigquery-public-data.google_analytics_sample.ga_sessions_*`
WHERE
_TABLE_SUFFIX BETWEEN '20160801' AND '20160901'
AND MOD(ABS(FARM_FINGERPRINT(fullVisitorId)), 10) < 7
这是预期的行为吗?