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