特征缩放器

POST https://api.elysiatools.com/zh/api/tools/feature-scaler

{
  "mcpServers": {
    "elysiatools-feature-scaler": {
      "name": "feature-scaler",
      "description": "使用各种方法对特征进行缩放和标准化，用于机器学习预处理和数据标准化",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=feature-scaler",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/list"
}

{
  "jsonrpc": "2.0",
  "id": 2,
  "method": "tools/call",
  "params": {
    "name": "feature-scaler",
    "arguments": {
  "csvData": "在此输入您的CSV数据...\n\n示例：\n特征1,特征2,特征3,标签\n1.5,2.3,0.8,A\n3.2,1.1,2.5,B\n0.8,4.5,1.2,C\n2.1,3.4,1.8,A\n4.5,1.9,0.7,B",
  "scalingMethod": "standard",
  "selectedColumns": "逗号分隔的列名。留空则自动检测数值列。",
  "scalingParams": "逆变换的JSON格式参数。正向变换时留空。",
  "hasHeader": true,
  "inverseTransform": false,
  "outputFormat": "csv",
  "saveParams": true,
  "scaledOnly": false
}
  }
}