逻辑回归计算器

POST https://api.elysiatools.com/zh/api/tools/logistic-regression-calculator

{
  "mcpServers": {
    "elysiatools-logistic-regression-calculator": {
      "name": "logistic-regression-calculator",
      "description": "使用梯度下降拟合二分类逻辑回归模型，并预测类别概率",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=logistic-regression-calculator",
      "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": "logistic-regression-calculator",
    "arguments": {
  "csvData": "x1,x2,y\n0,1,0\n1,1,0\n1,2,0\n2,2,1\n3,2,1\n3,3,1\n4,3,1",
  "hasHeaderRow": true,
  "predictionValues": "2.5, 2.5",
  "learningRate": 0.2,
  "iterations": 3000,
  "threshold": 0.5,
  "decimalPlaces": 4
}
  }
}