ClickHouse/dbms/tests/queries/0_stateless/00944_ml_test.sql

20 lines
962 B
MySQL
Raw Normal View History

2019-01-28 10:51:33 +00:00
CREATE DATABASE IF NOT EXISTS test;
DROP TABLE IF EXISTS test.defaults;
CREATE TABLE IF NOT EXISTS test.defaults
2019-01-28 10:51:33 +00:00
(
param1 Float64,
param2 Float64,
target Float64,
predict1 Float64,
predict2 Float64
) ENGINE = Memory;
2019-04-08 21:01:10 +00:00
insert into test.defaults values (-3.273, -1.452, 4.267, 20.0, 40.0), (0.121, -0.615, 4.290, 20.0, 40.0);
2019-02-12 21:18:27 +00:00
DROP TABLE IF EXISTS test.model;
create table test.model engine = Memory as select stochasticLinearRegressionState(0.1, 0.0, 2, 'SGD')(target, param1, param2) as state from test.defaults;
2019-02-10 21:16:16 +00:00
2019-04-08 21:01:10 +00:00
select ans < -61.374 and ans > -61.375 from
(with (select state from remote('127.0.0.1', test.model)) as model select evalMLMethod(model, predict1, predict2) as ans from remote('127.0.0.1', test.defaults));
SELECT 0 < ans[1] and ans[1] < 0.15 and 0.95 < ans[2] and ans[2] < 1.0 and 0 < ans[3] and ans[3] < 0.05 FROM
(SELECT stochasticLinearRegression(0.000001, 0.01, 100)(number, rand() % 100, number) AS ans FROM numbers(1000))