House16

Name: House16
Creator: Helix
Keywords: dataset, discovered, format:csv, hugging face, language:en, license:cc, size_categories:10K<n<100K, task_categories:tabular-classification

Hugging Face

House16 The House16 dataset from the OpenML repository. Configurations and tasks Configuration Task house16 Binary classification Usage from datasets import load_dataset dataset = load_dataset("mstz/house16", "house16")["train"]

mstz--house16.parquet 500 rows mstz/house16

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scatter P1 vs P5p1 histogram of P1 correlation heatmap of all numeric columns

Data preview

500 rows · 17 columns · showing first 12

#	P1 integer	P5p1 float	P6p2 float	P11p4 float	P14p9 float	P15p1 float	P15p3 float	P16p2 float	P18p2 float	P27p4 float	H2p2 float	H8p2 float	H10p1 float	H13p1 float	H18pA float	H40p4 float	class integer
1	15512	0.4609	0.04925	0.2265	0.1498	0.7528	0.01006	0.5797	0.003251	0.07591	0.6253	0.03661	0.9914	0.2601	0.05225	0.7741	0
2	1550	0.471	0.002581	0.1374	0.09634	0.8626	0	0.6951	0.005025	0.04355	0.06426	0.00335	0.995	0.2853	0.06061	0.1429	1
3	4741	0.4853	0.000211	0.1894	0.1357	0.857	0	0.6836	0.004143	0.02797	0.0658	0	0.9974	0.3154	0.06512	0.6875	1
4	467	0.4989	0	0.1006	0.08547	0.9079	0	0.7805	0.006098	0.01829	0.05747	0	1	0.1494	0.1395	1	1
5	310	0.4742	0.6806	0.2258	0.1288	0.8968	0	0.7563	0.008403	0.01681	0.07752	0.6723	0.9916	0.1473	0	0	1
6	461	0.4751	0.08677	0.1302	0.09504	0.9241	0	0.7927	0	0.006098	0.08889	0.05488	0.9939	0.2722	0.2941	0.5	1
7	723	0.5062	0	0.1217	0.1092	0.8658	0	0.7241	0.01149	0.0728	0.1	0	1	0.1897	0.1463	0	1
8	75728	0.4683	0.2912	0.1697	0.1239	0.7953	0.009719	0.6148	0.002398	0.06213	0.08393	0.264	0.9871	0.3815	0.02467	0.2488	0
9	2949	0.468	0.004408	0.1804	0.1358	0.8284	0.01289	0.6749	0.002481	0.04797	0.1972	0.004136	0.995	0.2351	0.04286	0.5714	0
10	4490	0.5098	0.00735	0.05189	0.03544	0.9508	0.003118	0.886	0.001584	0.03721	0.02696	0.009501	0.7775	0.1903	0.2454	0	0
11	2533	0.4978	0.03435	0.0987	0.05346	0.8097	0.002764	0.6714	0.005087	0.09563	0.04284	0.03255	0.9736	0.2444	0.07795	0.4	0
12	9578	0.4651	0.03289	0.1988	0.1444	0.8137	0.007622	0.6355	0.003619	0.03571	0.048	0.02919	0.9884	0.3305	0.0496	0.2069	1

Auto-generated charts

House16: 500 rows by 17 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns17

Numeric cols17

Charts

P1 vs P5p1

Relationship between P1 and P5p1.

Distribution of P1

Histogram of P1 values.

Correlation of numeric columns

Pearson correlation between numeric columns.

Interesting queries to try

Columns

P1 numeric
P5p1 numeric
P6p2 numeric
P11p4 numeric
P14p9 numeric
P15p1 numeric
P15p3 numeric
P16p2 numeric
P18p2 numeric
P27p4 numeric
H2p2 numeric
H8p2 numeric
H10p1 numeric
H13p1 numeric
H18pA numeric
H40p4 numeric
class numeric