mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-11 18:14:03 +00:00
26 lines
102 KiB
SQL
26 lines
102 KiB
SQL
CREATE DATABASE IF NOT EXISTS test;
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DROP TABLE IF EXISTS test.defaults;
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CREATE TABLE IF NOT EXISTS test.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 test.defaults values 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DROP TABLE IF EXISTS test.model;
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create table test.model engine = Memory as select LinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2, param3, param4, param5, param6, param7) as state from test.defaults;
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with (select state from test.model) as model select evalMLMethod(model, predict1, predict2, predict3, predict4, predict5, predict6, predict7) from test.defaults;
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