锦中融合门户系统

# app.py

from flask import Flask, request, jsonify

app = Flask(__name__)

@app.route('/api/data', methods=['GET'])

def get_data():

return jsonify({"message": "Hello, AI!"})

if __name__ == '__main__':

app.run(debug=True)

# train_model.py

from sklearn.datasets import load_iris

from sklearn.model_selection import train_test_split

from sklearn.ensemble import RandomForestClassifier

# 加载数据集

data = load_iris()

X_train, X_test, y_train, y_test = train_test_split(data.data, data.target, test_size=0.2)

# 训练模型

model = RandomForestClassifier()

model.fit(X_train, y_train)

# 保存模型

import joblib

joblib.dump(model, 'model.pkl')

# predict.py

import joblib

def predict(input_data):

model = joblib.load('model.pkl')

prediction = model.predict([input_data])

return prediction[0]