MLcomp - Viewing Program Linear Regression

Linear Regression - Regularized (beta)

A C++ implementation of gradient-descent-based linear regression; quite suboptimal and with no convergence testing. Regularizes towards zero.

Task:	Regression
User:	internal
Size:	43K
Status:	checked
Access:	open
Download:	Login required!

Run this program on a dataset

	Name	User	Disk usage	Rating <<	#runs
run	housePricesFromZillow	prilepova	987K	795	31
run	simple-regression-test	ceng	6M	621	30
run	easy-linear	pliang	167B	404	30
run	autos	pliang	74K	292	32
run	interaction-regression-test	ceng	7M	188	30
run	neut_1.raw	ransby	19M	170	20
run	neut_0.raw	ransby	19M	153	32
run	auto-mpg	pliang	41K	137	31
run	project_dr01_model_set_01	basti128	250K	135	11
run	cpu-performance	pliang	36K	119	31
run	test dataset 01	alek	229B	82	11
run	regression-sample	internal	222B	81	35
run	housing	pliang	112K	81	31
run	echocardiogram	pliang	24K	65	32
run	Ya text param	dima5ty	23K	60	11
run	DISCO en	crishoj	111K	60	17
run	X-A0	grutz	5K	59	30
run	servo	pliang	11K	58	27
run	dans_rare_events_1	discmandan	5M	51	11
run	web-graph-data-2007	leven101	38M	46	11
run	etf300-fractal-f20-126	arielf	10M	31	11
run	sleepdata	JudoWill	117K	31	11
run	blakhol_rg_test_5000	shabbychef	635K	24	10
run	Teste	jsato	222B	24	18
run	Sales 7756-2	blurngr	818K	22	13

Existing runs on Linear Regression - Regularized (beta) 1-19 of 19

Filter:

ID	Program	Dataset	Tuned hyper.	User	Updated <<	Status	Total time	Memory	Error
Run #14654	Linear Regression - Regularized (beta)	simple-regression-test	no	internal	208d1h ago	failed	5h0m	53M
Run #14655	Linear Regression - Regularized (beta)	easy-linear	no	internal	208d15h ago	done	46s	23M	5.64e-05
Run #12107	Linear Regression - Regularized (beta)	housePricesFromZillow	no	pnishinaga	276d12h ago	failed	6m2s	27M
Run #10295	Linear Regression - Regularized (beta)	neut_1.raw	no	ransby	1y115d ago	failed	1d0h	52M
Run #10294	Linear Regression - Regularized (beta)	neut_0.raw	no	ransby	1y115d ago	failed	1d0h	52M
Run #10008	Linear Regression - Regularized (beta)	neut_1.raw	yes	ransby	1y116d ago	failed	20h0m	49M
Run #9762	Linear Regression - Regularized (beta)	interaction-regression-test	no	internal	1y122d ago	failed	5h0m	65M
Run #9761	Linear Regression - Regularized (beta)	X-A0	no	internal	1y122d ago	done	1s	25M	123607
Run #7452	Linear Regression - Regularized (beta)	MeDIP_HEK	no	plutsik	1y122d ago	done	5s	25M	0.072
Run #1970	Linear Regression - Regularized (beta)	cpu-performance	no	internal	1y122d ago	done	2m19s	25M	5383
Run #1972	Linear Regression - Regularized (beta)	auto-mpg	no	internal	1y122d ago	done	58s	25M	192
Run #1971	Linear Regression - Regularized (beta)	servo	no	internal	1y122d ago	done	12s	25M	1.17
Run #1969	Linear Regression - Regularized (beta)	autos	no	internal	1y122d ago	done	1m44s	25M	513
Run #1968	Linear Regression - Regularized (beta)	liver-disorders	no	internal	1y122d ago	done	19s	25M	10.1
Run #1967	Linear Regression - Regularized (beta)	housing	no	internal	1y122d ago	done	1m13s	25M	39.5
Run #1966	Linear Regression - Regularized (beta)	echocardiogram	no	internal	1y122d ago	done	21s	25M	153
Run #558	Linear Regression - Regularized (beta)	regression-sample	no	internal	1y122d ago	done	1s	0B	0.769
Run #560	Linear Regression - Regularized (beta)	autos	yes	asimma	1y122d ago	failed	5m39s	44M
Run #559	Linear Regression - Regularized (beta)	echocardiogram	yes	asimma	1y122d ago	failed	1m16s	42M

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MLcomp version alpha Statistics: 1213 users, 402 datasets, 328 programs, 9938 runs (0 queued, 0 running), 0 workers

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