葡萄干数据集

原文：

Raisin Dataset Data Set

Images of the Kecimen and Besni raisin varieties were obtained with CVS. A total of 900 raisins were used, including 450 from both varieties, and 7 morphological features were extracted.

Data Set Information:

Images of Kecimen and Besni raisin varieties grown in Turkey were obtained with CVS. A total of 900 raisin grains were used, including 450 pieces from both varieties. These images were subjected to various stages of pre-processing and 7 morphological features were extracted. These features have been classified using three different artificial intelligence techniques.

Attribute Information:

1.) Area: Gives the number of pixels within the boundaries of the raisin.

2.) Perimeter: It measures the environment by calculating the distance between the boundaries of the raisin and the pixels around it.

3.) MajorAxisLength: Gives the length of the main axis, which is the longest line that can be drawn on the raisin.

4.) MinorAxisLength: Gives the length of the small axis, which is the shortest line that can be drawn on the raisin.

5.) Eccentricity: It gives a measure of the eccentricity of the ellipse, which has the same moments as raisins.

6.) ConvexArea: Gives the number of pixels of the smallest convex shell of the region formed by the raisin.

7.) Extent: Gives the ratio of the region formed by the raisin to the total pixels in the bounding box.

8.) Class: Kecimen and Besni raisin.

译：

葡萄干数据集

使用CVS获得了Kecimen和Besni葡萄干品种的图像。共使用了900个葡萄干，其中450个来自两个品种，并提取了7个形态特征。

数据集信息：

使用CVS获得了在土耳其生长的Kecimen和Besni葡萄干品种的图像。总共使用了900粒葡萄干，包括两个品种的450粒。对这些图像进行了不同阶段的预处理，并提取了7个形态学特征。使用三种不同的人工智能技术对这些特征进行了分类。

属性信息：

1.）面积：给出葡萄干边界内的像素数。

2.）周长：它通过计算葡萄干边界和周围像素之间的距离来测量环境。

3.）MajorAxisLength：给出主轴的长度，这是葡萄干上可以绘制的最长直线。

4.）MinorAxisLength：给出小轴的长度，这是葡萄干上可以绘制的最短线。

5.）偏心率：它给出了椭圆偏心率的度量，其具有与葡萄干相同的力矩。

6.）凸面积：给出葡萄干形成的区域最小凸壳的像素数。

7.）范围：给出葡萄干形成的区域与边界框中总像素的比率。

8.）课程：凯西门和贝斯尼葡萄干。

数据样例：

Area	MajorAxisLength	MinorAxisLength	Eccentricity	ConvexArea	Extent	Perimeter	Class
87524	442.2460114	253.291155	0.819738392	90546	0.758650579	1184.04	Kecimen
75166	406.690687	243.0324363	0.801805234	78789	0.68412957	1121.786	Kecimen
90856	442.2670483	266.3283177	0.798353619	93717	0.637612812	1208.575	Kecimen
45928	286.5405586	208.7600423	0.684989217	47336	0.699599385	844.162	Kecimen
79408	352.1907699	290.8275329	0.56401133	81463	0.792771926	1073.251	Kecimen
49242	318.125407	200.12212	0.777351277	51368	0.658456354	881.836	Kecimen
42492	310.1460715	176.1314494	0.823098681	43904	0.665893562	823.796	Kecimen
60952	332.4554716	235.429835	0.706057518	62329	0.74359819	933.366	Kecimen
42256	323.1896072	172.5759261	0.845498789	44743	0.698030924	849.728	Kecimen
64380	366.9648423	227.7716147	0.784055626	66125	0.664375716	981.544	Kecimen
80437	449.4545811	232.3255064	0.856042518	84460	0.674235757	1176.305	Kecimen
43725	301.3222176	186.9506295	0.784258452	45021	0.697068248	818.873	Kecimen
43441	276.6108288	201.8131355	0.683882337	45133	0.690855598	803.748	Kecimen
76792	338.8575454	291.3592017	0.510583813	78842	0.772322237	1042.77	Kecimen
74167	387.7989307	247.8581228	0.769089738	76807	0.680181585	1084.729	Kecimen
33565	261.5543311	167.7084908	0.767374275	35794	0.68155052	751.413	Kecimen
64670	403.0839752	206.4846437	0.858829168	66419	0.75677257	1028.445	Kecimen
64762	354.2939396	235.7524629	0.746473726	66713	0.694998015	981.509	Kecimen
43295	304.2844667	182.8110368	0.799406959	44714	0.713838189	814.68	Kecimen
70699	418.6985723	216.5960537	0.855799392	72363	0.728075054	1061.321	Kecimen
69726	354.1769124	252.529208	0.701160962	71849	0.734398534	1035.501	Kecimen
57346	330.4784385	222.4437485	0.739555027	59365	0.723608833	928.272	Kecimen
82028	397.1149759	268.3337727	0.737169367	84427	0.686375085	1106.355	Kecimen
61251	301.5077895	273.6599414	0.419753707	64732	0.643595671	971.769	Kecimen
96277	447.1345225	275.2161542	0.788128405	97865	0.704057157	1181.921	Kecimen
75620	368.2242844	263.4592554	0.698627251	77493	0.726277372	1059.186	Kecimen
73167	340.055218	276.0151772	0.58410581	74545	0.778736856	1010.474	Kecimen
60847	336.9238696	231.4656959	0.726660229	62492	0.69858783	964.603	Kecimen
81021	347.7500583	297.6406265	0.517134931	82552	0.757559607	1063.868	Kecimen