[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:826903fa-bedb-4fc6-99c6-dba67703dba3
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:8309c28e-1e30-4e76-9530-c2c1a916ecfe
我们搞不清这两者的原因很大一部分是由于很多教程和文章对它们的解释都是一笔带过，重点讲解了一大堆公式。今天我们就借助一个传统工具——Excel表格，解释分类和聚类的含义，并对二者做个直观的比较。
分类是如何工作的
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:a7cef45a-d76b-461e-ba6a-914cbbc6ab38
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:6f03afaa-1404-40a2-9a48-9181ce57d577
现在我们不说算法，用下面这个Excel表：
这张表中的GPA、暂令停学、学生是否被开除等存在一些数据模式。通过观察这些模式，你心里也会发现一些数据关系，注意到一些异常情况。
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:c6be13d0-6b2a-44c1-8763-30cbf511818c
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:c55b7e8e-e105-427f-a0aa-78d6d424f21f
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:a9d9fe90-1687-4556-9e3c-3cc72229035b
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:dd112aee-55d4-43c1-aa1e-f41b39cbb508
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:8897736f-2ffb-4d56-a425-e23b84ef37c9
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:b18afc4b-39b7-47fe-97c0-32e1be209a8b
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:78e28d84-2755-4b0f-bec6-e7ce078f94a3
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:339f948f-0aef-42b2-b1bf-98bb9371d16f
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:b2f734c9-c4cf-453a-8d28-5c710448df9c
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:eeb19ff0-6cb7-4dc2-8a2d-f285a50c16a3
聚类是如何工作的
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:cbc611d7-4a43-439a-af19-9bd0276a3867
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:6a6dc9f9-f40c-4771-9887-55b8beead254
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:845d5888-6d2e-4853-a865-7e7b8e30b376
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:143d11fe-9f4f-4b55-93c2-8bdecfa3cf0e
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:622f7a4e-dcb5-468d-8d12-69aa04cea2cc
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:c093f71b-df85-4842-81af-c7e2a3fec7a3
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:198e232c-096d-472a-b30e-529765ee9f40
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:87f96d31-fe64-49d6-96da-24cb06090d1c
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:9ffaa933-2d81-46de-b07b-04b4afa57fc2
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:64cc1a09-4279-42d9-920e-93c68a14756a
属于无监督学习。
比较分类和聚类
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:a32106df-675b-4668-8501-99324d54d06f
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:e1b2f38d-9639-4a6a-9a41-74acc45b7aaf
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:f7d95a03-8129-4c45-95f1-244f462780fd
[En]
[TencentCloudSDKException] code:FailedOperation.ServiceIsolate message:service is stopped due to arrears, please recharge your account in Tencent Cloud requestId:93e38fab-6f01-49d4-a8a1-c8d18e97bf54
- 分类算法：K近邻(KNN)
决策树
朴素贝叶斯
逻辑回归
支持向量机
随机森林
- 聚类算法K均值(K-means)
DBSCAN
DPEAK
Mediods
Canopy
参考资料：
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Original: https://blog.csdn.net/weixin_35718242/article/details/113652593
Author: ATyla
Title: python中聚类和分类的区别_聚类与分类有什么区别？
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