MLcomp version alpha Statistics: 1215 users, 402 datasets, 328 programs, 9938 runs (0 queued, 0 running), 0 workers

housing

506 examples, 13 features

Format:	Regression
User:	pliang
Size:	112K
Status:	processed
Access:	open
Download:	Login required!
#train	354
#test	152
dim	13
minY	5
maxY	50

Run a program on this dataset

Select a program Regression 1-25 of 30 < > Filter:

	Name	Created	User	Rating <<	#runs
run	Bagging_weka_numeric	2y41d ago	internal	57	38
run	REPTree_weka_numeric	2y41d ago	internal	54	35
run	AdditiveRegression_weka_numeric	2y41d ago	internal	53	34
run	svmlight_regression	2y130d ago	pliang	53	48
run	IBk_weka_numeric	2y41d ago	internal	52	16
run	IsotonicRegression_weka_numeric	2y41d ago	internal	52	30
run	DecisionTable_weka_numeric	2y41d ago	internal	52	27
run	SimpleLinearRegression_weka_numeric	2y41d ago	internal	52	32
run	LinearRegression_weka_numeric	2y41d ago	internal	52	34
run	RandomSubSpace_weka_numeric	2y41d ago	internal	51	16
run	EnsembleSelection_weka_numeric	2y41d ago	internal	51	33
run	pmtk linreg LS	1y339d ago	murphyk	50	13
run	pmtk linreg L2	1y339d ago	murphyk	49	14
run	GaussianProcesses_weka_numeric	2y41d ago	internal	47	17
run	KStar_weka_numeric	2y41d ago	internal	46	27
run	Octave Ridge (L2) Regression	1y341d ago	mdunham	46	16
run	ConjunctiveRule_weka_numeric	2y41d ago	internal	46	15
run	RegressionByDiscretization_weka_numeric	2y41d ago	internal	46	16
run	LWL_weka_numeric	2y41d ago	internal	44	15
run	Linear Regression - Regularized (beta)	2y129d ago	internal	44	19
run	ZeroR_weka_numeric	2y41d ago	internal	41	16
run	DecisionStump_weka_numeric	2y41d ago	internal	41	14
run	MultilayerPerceptron_weka_numeric	2y41d ago	internal	40	34
run	MultiScheme_weka_numeric	2y41d ago	internal	39	15
run	Vote_weka_numeric	2y41d ago	internal	39	15

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2. current_sort_col => avg_percentile
3. paginate => true
4. model => Program
5. name => programs
6. limit => 25
7. reverse_sort => true
8. show_footer => true
9. pagination_maxed => false
10. columns => prg_create_runprg_nameprg_created_atprg_userprg_avg_percentileprg_num_runs
11. width => 100%
12. joins =>
13. include => uservresult
14. title => Select a program
15. filters => is_helperfalseprocess_statussuccesstask_typeRegression

Existing runs on housing (all) 1-25 of 31 < > Filter:

ID	Program	Dataset	Tuned hyper.	User	Updated	Status	Total time	Memory	Error >>
Run #7326	Bayesian Treed Gaussian Process With Linear Limiting Model	housing	no	tristanz	1y123d ago	done	2h25m	374M	8.08
Run #7330	Bayesian Treed Gaussian Process	housing	no	tristanz	1y123d ago	done	2h23m	375M	8.49
Run #7318	Bayesian Treed Linear Model	housing	no	tristanz	1y123d ago	done	1m1s	365M	11.6
Run #4010	Bagging_weka_numeric	housing	no	internal	1y123d ago	done	1s	228M	16.2
Run #3140	MultilayerPerceptron_weka_numeric	housing	no	internal	1y123d ago	done	1s	247M	16.5
Run #2964	GaussianProcesses_weka_numeric	housing	no	internal	1y123d ago	done	14s	22M	17.3
Run #3693	KStar_weka_numeric	housing	no	internal	1y123d ago	done	5s	231M	17.6
Run #5155	RegressionByDiscretization_weka_numeric	housing	no	internal	1y123d ago	done	1s	21M	20.1
Run #5148	RandomSubSpace_weka_numeric	housing	no	internal	1y123d ago	done	1s	247M	20.5
Run #3612	IBk_weka_numeric	housing	no	internal	1y123d ago	done	1s	246M	20.8
Run #2985	LinearRegression_weka_numeric	housing	no	internal	1y123d ago	done	14s	223M	22.8
Run #7245	Octave Ridge (L2) Regression	housing	no	mdunham	1y123d ago	done	1m35s	86M	22.9
Run #8211	pmtk linreg L2	housing	no	internal	1y123d ago	done	1s	84M	22.9
Run #8215	pmtk linreg LS	housing	no	internal	1y123d ago	done	2s	82M	23.0
Run #7128	REPTree_weka_numeric	housing	no	internal	1y123d ago	done	20s	231M	23.2
Run #4542	EnsembleSelection_weka_numeric	housing	no	internal	1y123d ago	done	1s	246M	24.6
Run #2971	IsotonicRegression_weka_numeric	housing	no	internal	1y123d ago	done	18s	230M	30.8
Run #3855	AdditiveRegression_weka_numeric	housing	no	internal	1y123d ago	done	1s	229M	33.6
Run #3774	LWL_weka_numeric	housing	no	internal	1y123d ago	done	4s	232M	35.4
Run #5849	DecisionTable_weka_numeric	housing	no	internal	1y123d ago	done	9s	247M	36.3
Run #3235	SimpleLinearRegression_weka_numeric	housing	no	internal	1y123d ago	done	1s	230M	38.2
Run #1967	Linear Regression - Regularized (beta)	housing	no	internal	1y123d ago	done	1m13s	25M	39.5
Run #5768	ConjunctiveRule_weka_numeric	housing	no	internal	1y123d ago	done	1s	22M	47.1
Run #6529	DecisionStump_weka_numeric	housing	no	internal	1y123d ago	done	2s	26M	54.4
Run #3228	RBFNetwork_weka_numeric	housing	no	internal	1y123d ago	done	1s	229M	64.2

1. pagination_page => 0
2. filter_field => programs.namedatasets.nameruns.idrun_statuses.status
3. current_sort_col => error
4. paginate => true
5. model => Run
6. name => runs
7. limit => 25
8. show_footer => true
9. reverse_sort => false
10. pagination_maxed => false
11. columns => run_idrun_core_programrun_core_datasetrun_hyperrun_userrun_updated_atrun_statusrun_timerun_memoryrun_error
12. width => 100%
13. joins => statuscore_programcore_dataset
14. filters => core_dataset_id158programs.is_helperfalse
15. title => Existing runs on housing

Processing details

• exitCode: 0
• success: true
• test:
  • maxLabelValue: 50.0
  • minLabelValue: 5.6
  • numDim: 13
  • numExamples: 152
  • success: true
  • time: 0
• train:
  • maxLabelValue: 50.0
  • minLabelValue: 5.0
  • numDim: 13
  • numExamples: 354
  • success: true
  • time: 1

Comments:

• 

  Jacob Abernethy (jake)
  UC Berkeley Comp Sci
  Posted at 04/15/2010

  Nice work Tristranz!

  You seem to be doing a pretty darn good job with regression. You've been the entire weka library twice now on the housing dataset.