ClickHouse/dbms/tests/queries/0_stateless/00953_ml_test.sql

CREATE DATABASE IF NOT EXISTS test;
DROP TABLE IF EXISTS test.defaults;
CREATE TABLE IF NOT EXISTS test.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 test.defaults values 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DROP TABLE IF EXISTS test.model;
create table test.model engine = Memory as select LogisticRegressionState(0.005, 2, 2.0)(target, param1, param2, param3, param4, param5, param6, param7) as state from test.defaults;
with (select state from test.model) as model select evalMLMethod(model, predict1, predict2, predict3, predict4, predict5, predict6, predict7) from test.defaults;