NewMer-新建分析任务

分析：支持向量机训练[g/svm_train]

查看示例

2025-02-25

监督学习模型，主要用于分类和回归分析。SVM的基本思想是找到一个最优的分离超平面，使得不同类别的数据点被尽可能准确地分隔开，同时保证分类间隔最大化。

运行环境

在线本地：无

参数设置

任务名称

是否批量

数据表

格式示例

bill_length	bill_depth	wing_length	tail_length	body_mass	leg_length	beak_color	plumage_color	habitat_type	migration_distance	species
12.3	6.2	75.4	45.2	28.5	35.1	2	3	1	1200	Passer_domesticus
11.8	5.9	72.1	43.8	26.8	33.9	2	3	1	1150	Passer_domesticus
13.1	6.5	78.3	47.1	30.2	36.8	2	3	2	1250	Passer_domesticus
12.7	6.3	76.2	46.3	29.1	35.7	2	3	1	1180	Passer_domesticus
11.5	5.7	70.9	42.6	25.3	32.4	2	3	3	1100	Passer_domesticus
12.9	6.4	77.1	46.8	29.8	36.2	2	3	2	1220	Passer_domesticus
13.5	6.6	79.2	48.1	31.5	37.3	2	3	1	1270	Passer_domesticus
12.1	6.0	73.8	44.5	27.6	34.5	2	3	3	1130	Passer_domesticus
13.3	6.5	77.9	47.5	30.8	36.5	2	3	2	1240	Passer_domesticus
18.5	8.2	95.3	58.7	45.2	42.3	1	2	2	800	Turdus_merula
17.9	7.8	92.1	56.9	42.8	40.7	1	2	3	750	Turdus_merula
19.2	8.7	98.4	60.2	47.5	44.1	1	2	1	850	Turdus_merula
18.1	8.0	93.7	57.8	43.6	41.2	1	2	2	780	Turdus_merula
17.5	7.6	90.5	55.3	41.2	39.8	1	2	3	720	Turdus_merula
19.0	8.5	96.9	59.6	46.3	43.5	1	2	1	830	Turdus_merula
18.8	8.3	95.8	59.1	45.8	42.8	1	2	2	810	Turdus_merula
17.7	7.7	91.3	56.2	42.1	40.2	1	2	3	740	Turdus_merula
25.3	11.2	120.5	72.8	68.9	52.7	3	1	3	2500	Columba_livia
24.7	10.8	117.3	70.4	65.3	50.9	3	1	2	2400	Columba_livia
26.1	11.7	123.8	74.5	71.5	54.8	3	1	1	2600	Columba_livia
25.8	11.5	122.1	73.6	70.2	53.9	3	1	3	2550	Columba_livia
24.2	10.5	115.9	69.1	63.7	49.8	3	1	2	2350	Columba_livia
26.4	11.9	125.2	75.3	72.8	55.6	3	1	1	2650	Columba_livia
25.1	11.1	119.2	71.9	67.4	51.8	3	1	3	2480	Columba_livia
24.9	10.9	118.1	71.2	66.5	51.2	3	1	2	2420	Columba_livia
9.8	4.3	65.2	38.7	18.9	28.3	4	4	1	3200	Hirundo_rustica
9.2	4.0	62.8	37.1	17.5	26.9	4	4	2	3050	Hirundo_rustica
10.3	4.6	67.9	40.2	20.3	29.7	4	4	3	3350	Hirundo_rustica
9.5	4.2	64.1	38.2	18.2	27.6	4	4	1	3150	Hirundo_rustica
10.1	4.5	66.8	39.8	19.7	29.1	4	4	2	3300	Hirundo_rustica
9.9	4.4	65.9	39.1	19.3	28.7	4	4	3	3250	Hirundo_rustica
10.0	4.4	66.5	39.5	19.5	28.9	4	4	1	3280	Hirundo_rustica
9.4	4.1	63.5	37.6	17.8	27.2	4	4	2	3080	Hirundo_rustica
32.7	14.5	152.3	89.6	125.8	68.9	1	2	3	150	Corvus_corone
31.8	13.9	148.2	86.7	118.4	65.3	1	2	2	140	Corvus_corone
33.5	15.1	156.8	92.4	132.7	72.1	1	2	1	160	Corvus_corone
32.2	14.2	149.7	87.9	121.9	66.8	1	2	3	145	Corvus_corone
31.3	13.7	146.5	85.2	115.8	63.9	1	2	2	135	Corvus_corone
33.8	15.3	158.4	93.7	135.2	73.5	1	2	1	165	Corvus_corone
32.5	14.4	151.5	89.0	124.3	68.2	1	2	3	152	Corvus_corone
31.6	14.0	147.8	86.2	117.6	64.8	1	2	2	138	Corvus_corone
15.8	7.1	85.3	52.1	37.9	39.7	5	5	3	1850	Sturnus_vulgaris
15.5	6.9	83.6	51.2	36.8	38.9	5	5	1	1820	Sturnus_vulgaris
14.9	6.6	80.9	49.4	34.5	37.3	5	5	2	1750	Sturnus_vulgaris
16.1	7.3	86.7	53.0	38.6	40.3	5	5	3	1880	Sturnus_vulgaris
15.4	6.9	83.1	50.8	36.3	38.5	5	5	1	1810	Sturnus_vulgaris
14.8	6.5	80.2	48.9	33.8	37.0	5	5	2	1720	Sturnus_vulgaris
15.9	7.2	85.9	52.6	38.2	40.0	5	5	3	1860	Sturnus_vulgaris
15.1	6.7	82.1	49.9	35.2	37.8	5	5	1	1780	Sturnus_vulgaris
15.7	7.0	84.7	51.7	37.4	39.3	5	5	2	1840	Sturnus_vulgaris

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分析：支持向量机训练[g/svm_train]

运行环境

参数设置

环境