MLcomp version alpha Statistics: 2043 users, 665 datasets, 389 programs, 18920 runs (0 queued, 4 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 32 < > Filter:

	Name	Created	User	Rating <<	#runs
run	GBRT	99d6h ago	henss	61	37
run	GBRT2	91d2h ago	henss	58	26
run	LinearRegression_weka_numeric	3y144d ago	internal	58	53
run	svmlight_regression	3y233d ago	pliang	56	67
run	Bagging_weka_numeric	3y144d ago	internal	55	53
run	REPTree_weka_numeric	3y144d ago	internal	54	48
run	SimpleLinearRegression_weka_numeric	3y144d ago	internal	54	37
run	AdditiveRegression_weka_numeric	3y144d ago	internal	53	47
run	IsotonicRegression_weka_numeric	3y144d ago	internal	52	44
run	pmtk linreg L2	3y78d ago	murphyk	51	17
run	Octave Ridge (L2) Regression	3y80d ago	mdunham	51	21
run	DecisionTable_weka_numeric	3y144d ago	internal	50	39
run	RegressionByDiscretization_weka_numeric	3y144d ago	internal	49	20
run	RandomSubSpace_weka_numeric	3y144d ago	internal	49	23
run	Linear Regression - Regularized (beta)	3y232d ago	internal	49	26
run	ConjunctiveRule_weka_numeric	3y144d ago	internal	48	19
run	KStar_weka_numeric	3y144d ago	internal	47	30
run	EnsembleSelection_weka_numeric	3y144d ago	internal	47	37
run	GaussianProcesses_weka_numeric	3y144d ago	internal	46	36
run	ZeroR_weka_numeric	3y144d ago	internal	44	19
run	DecisionStump_weka_numeric	3y144d ago	internal	43	19
run	LWL_weka_numeric	3y144d ago	internal	43	25
run	pmtk linreg LS	3y78d ago	murphyk	43	16
run	Vote_weka_numeric	3y144d ago	internal	42	18
run	IBk_weka_numeric	3y144d ago	internal	42	51

1. pagination_page => 0
2. include => uservresult
3. reverse_sort => true
4. width => 100%
5. pagination_maxed => false
6. limit => 25
7. columns => prg_create_runprg_nameprg_created_atprg_userprg_avg_percentileprg_num_runs
8. model => Program
9. title => Select a program
10. joins =>
11. current_sort_col => avg_percentile
12. name => programs
13. paginate => true
14. show_footer => true
15. filters => is_helperfalseprocess_statussuccesstask_typeRegression

Existing runs on housing (all) 1-25 of 33 < > 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	2y226d ago	done	2h25m	374M	8.08
Run #7330	Bayesian Treed Gaussian Process	housing	no	tristanz	2y226d ago	done	2h23m	375M	8.49
Run #28278	GBRT	housing	no	henss	99d5h ago	done	2m44s	1173M	9.44
Run #28379	GBRT2	housing	no	henss	90d13h ago	done	14m53s	1175M	9.65
Run #7318	Bayesian Treed Linear Model	housing	no	tristanz	2y226d ago	done	1m1s	365M	11.6
Run #4010	Bagging_weka_numeric	housing	no	internal	2y226d ago	done	1s	228M	16.2
Run #3140	MultilayerPerceptron_weka_numeric	housing	no	internal	2y226d ago	done	1s	247M	16.5
Run #2964	GaussianProcesses_weka_numeric	housing	no	internal	2y226d ago	done	14s	22M	17.3
Run #3693	KStar_weka_numeric	housing	no	internal	2y226d ago	done	5s	231M	17.6
Run #5155	RegressionByDiscretization_weka_numeric	housing	no	internal	2y226d ago	done	1s	21M	20.1
Run #5148	RandomSubSpace_weka_numeric	housing	no	internal	2y226d ago	done	1s	247M	20.5
Run #3612	IBk_weka_numeric	housing	no	internal	2y226d ago	done	1s	246M	20.8
Run #2985	LinearRegression_weka_numeric	housing	no	internal	2y226d ago	done	14s	223M	22.8
Run #7245	Octave Ridge (L2) Regression	housing	no	mdunham	2y226d ago	done	1m35s	86M	22.9
Run #8211	pmtk linreg L2	housing	no	internal	2y227d ago	done	1s	84M	22.9
Run #8215	pmtk linreg LS	housing	no	internal	2y227d ago	done	2s	82M	23.0
Run #7128	REPTree_weka_numeric	housing	no	internal	2y226d ago	done	20s	231M	23.2
Run #4542	EnsembleSelection_weka_numeric	housing	no	internal	2y226d ago	done	1s	246M	24.6
Run #2971	IsotonicRegression_weka_numeric	housing	no	internal	2y226d ago	done	18s	230M	30.8
Run #3855	AdditiveRegression_weka_numeric	housing	no	internal	2y226d ago	done	1s	229M	33.6
Run #3774	LWL_weka_numeric	housing	no	internal	2y226d ago	done	4s	232M	35.4
Run #5849	DecisionTable_weka_numeric	housing	no	internal	2y226d ago	done	9s	247M	36.3
Run #3235	SimpleLinearRegression_weka_numeric	housing	no	internal	2y226d ago	done	1s	230M	38.2
Run #1967	Linear Regression - Regularized (beta)	housing	no	internal	2y226d ago	done	1m13s	25M	39.5
Run #5768	ConjunctiveRule_weka_numeric	housing	no	internal	2y226d ago	done	1s	22M	47.1

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

Processing details

• exitCode: 0
• success: true
• test:
  • maxActiveFeatureValue: 711.0
  • maxLabelValue: 50.0
  • meanActiveFeatureValue: 67.7899942004049
  • minActiveFeatureValue: 0.585
  • minLabelValue: 5.6
  • numActiveFeaturesPerExample: 13
  • numDim: 13
  • numExamples: 152
  • numFeatures: 13
  • success: true
  • time: 0
• train:
  • maxActiveFeatureValue: 711.0
  • maxLabelValue: 50.0
  • meanActiveFeatureValue: 71.0546559495872
  • minActiveFeatureValue: 0.573
  • minLabelValue: 5.0
  • numActiveFeaturesPerExample: 13
  • numDim: 13
  • numExamples: 354
  • numFeatures: 13
  • success: true
  • time: 0

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.