ClickHouse/tests/queries/0_stateless/00946_ml_test.sql

28 lines
102 KiB
SQL

DROP TABLE IF EXISTS defaults;
CREATE TABLE IF NOT EXISTS defaults
(
param1 Float64,
param2 Float64,
param3 Float64,
param4 Float64,
param5 Float64,
param6 Float64,
param7 Float64,
target Float64,
predict1 Float64,
predict2 Float64,
predict3 Float64,
predict4 Float64,
predict5 Float64,
predict6 Float64,
predict7 Float64
) ENGINE = Memory;
insert into defaults values 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DROP TABLE IF EXISTS model;
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;
with (select state from model) as model select round(evalMLMethod(model, predict1, predict2, predict3, predict4, predict5, predict6, predict7), 12) from defaults;
DROP TABLE defaults;
DROP TABLE model;