Steel Plates

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

Hugging Face

Landsat The Steel Plates dataset from the UCI repository. Configurations and tasks Configuration Task Description steel_plates Multiclass classification. steel_plates_0 Binary classification. Is the input of class 0? steel_plates_1 Binary classification. Is the input of class 1? steel_plates_2 Binary classification. Is the input of class 2? steel_plates_3 Binary classification. Is the input of class 3? steel_plates_4 Binary classification. Is… See the full description on the dataset page: https://huggingface.co/datasets/mstz/steel_plates.

mstz--steel-plates.parquet 500 rows mstz/steel_plates

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scatter x_minimum vs x_maximum histogram of x_minimum correlation heatmap of all numeric columns

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500 rows · 28 columns · showing first 12

#	x_minimum integer	x_maximum integer	y_minimum integer	y_maximum integer	pixels_areas integer	x_perimeter integer	y_perimeter integer	sum_of_luminosity integer	minimum_of_luminosity integer	maximum_of_luminosity integer	length_of_conveyer integer	typeofsteel_a300 integer	typeofsteel_a400 integer	steel_plate_thickness integer	edges_index float	empty_index float	square_index float	outside_x_index float	edges_x_index float	edges_y_index float	outside_global_index float	logofareas float	log_x_index float	log_y_index float	orientation_index float	luminosity_index float	sigmoidofareas float	class integer
1	42	50	270900	270944	267	17	44	24220	76	108	1687	1	0	80	0.0498	0.2415	0.1818	0.0047	0.4706	1	1	2.426	0.9031	1.643	0.8182	-0.2913	0.5822	1
2	645	651	2538079	2538108	108	10	30	11397	84	123	1687	1	0	80	0.7647	0.3793	0.2069	0.0036	0.6	0.9667	1	2.033	0.7782	1.462	0.7931	-0.1756	0.2984	1
3	829	835	1553913	1553931	71	8	19	7972	99	125	1623	1	0	100	0.971	0.3426	0.3333	0.0037	0.75	0.9474	1	1.851	0.7782	1.255	0.6667	-0.1228	0.215	1
4	853	860	369370	369415	176	13	45	18996	99	126	1353	0	1	290	0.7287	0.4413	0.1556	0.0052	0.5385	1	1	2.245	0.8451	1.653	0.8444	-0.1568	0.5212	1
5	1289	1306	498078	498335	2409	60	260	246930	37	126	1353	0	1	185	0.0695	0.4486	0.0662	0.0126	0.2833	0.9885	1	3.382	1.23	2.41	0.9338	-0.1992	1	1
6	430	441	100250	100337	630	20	87	62357	64	127	1387	0	1	40	0.62	0.3417	0.1264	0.0079	0.55	1	1	2.799	1.041	1.94	0.8736	-0.2267	0.9874	1
7	413	446	138468	138883	9052	230	432	1481991	23	199	1687	0	1	150	0.4896	0.339	0.0795	0.0196	0.1435	0.9607	1	3.957	1.518	2.618	0.9205	0.2791	1	1
8	190	200	210936	210956	132	11	20	20007	124	172	1687	0	1	150	0.2253	0.34	0.5	0.0059	0.9091	1	1	2.121	1	1.301	0.5	0.1841	0.3359	1
9	330	343	429227	429253	264	15	26	29748	53	148	1687	0	1	150	0.3912	0.2189	0.5	0.0077	0.8667	1	1	2.422	1.114	1.415	0.5	-0.1197	0.5593	1
10	74	90	779144	779308	1506	46	167	180215	53	143	1687	0	1	150	0.0877	0.4261	0.0976	0.0095	0.3478	0.982	1	3.178	1.204	2.215	0.9024	-0.0651	1	1
11	106	118	813452	813500	442	13	48	50393	76	143	1687	0	1	150	0.1257	0.2326	0.25	0.0071	0.9231	1	1	2.645	1.079	1.681	0.75	-0.1093	0.8612	1
12	505	515	106604	106668	284	42	69	31062	97	119	1687	0	1	150	0.5987	0.5562	0.1563	0.0059	0.2381	0.9275	1	2.453	1	1.806	0.8438	-0.1455	0.9048	1

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Columns

x_minimum numeric
x_maximum numeric
y_minimum numeric
y_maximum numeric
pixels_areas numeric
x_perimeter numeric
y_perimeter numeric
sum_of_luminosity numeric
minimum_of_luminosity numeric
maximum_of_luminosity numeric
length_of_conveyer numeric
typeofsteel_a300 numeric
typeofsteel_a400 numeric
steel_plate_thickness numeric
edges_index numeric
empty_index numeric
square_index numeric
outside_x_index numeric
edges_x_index numeric
edges_y_index numeric
outside_global_index numeric
logofareas numeric
log_x_index numeric
log_y_index numeric
orientation_index numeric
luminosity_index numeric
sigmoidofareas numeric
class numeric

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