mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-05 23:31:24 +00:00
28 lines
102 KiB
SQL
28 lines
102 KiB
SQL
DROP TABLE IF EXISTS defaults;
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CREATE TABLE IF NOT EXISTS defaults
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(
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param1 Float64,
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param2 Float64,
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param3 Float64,
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param4 Float64,
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param5 Float64,
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param6 Float64,
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param7 Float64,
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target Float64,
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predict1 Float64,
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predict2 Float64,
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predict3 Float64,
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predict4 Float64,
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predict5 Float64,
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predict6 Float64,
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predict7 Float64
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) ENGINE = Memory;
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insert into defaults values 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DROP TABLE IF EXISTS model;
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create table model engine = Memory as select stochasticLinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2, param3, param4, param5, param6, param7) as state from defaults;
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with (select state from model) as model select round(evalMLMethod(model, predict1, predict2, predict3, predict4, predict5, predict6, predict7), 12) from defaults;
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DROP TABLE defaults;
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DROP TABLE model;
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