| Linear Regression | \n","Decision Tree | \n","Random Forest | \n","LSTM | \n","
|---|
Model: {best_model}
\n","Estimated time to failure: {msg}
\n"," {\"⚠️ Imminent failure!
\" if time_left < 60 else \"\"}\n","{str(e)}
Estimated time to failure: {msg}
\n"," {\"⚠️ Imminent failure!
\" if pred_original < 60 else \"\"}\n","❌ {str(e)}
\"\n","\n"," btn = gr.Button(\"🔍 Predict Now\")\n"," btn.click(predict_and_alert_ready, inputs=[f1, f2, f3], outputs=[result_output, alert_output_ready])\n","\n","interface.launch(share=True)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":628},"id":"MKfTdIejfZIG","executionInfo":{"status":"ok","timestamp":1745180746931,"user_tz":-180,"elapsed":2519,"user":{"displayName":"مالك المصنف","userId":"01645315346138749579"}},"outputId":"d9d2d2e3-7ec3-4fba-e2e3-4d78d3fafafa"},"execution_count":7,"outputs":[{"output_type":"stream","name":"stderr","text":["WARNING:absl:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.\n"]},{"output_type":"stream","name":"stdout","text":["Colab notebook detected. To show errors in colab notebook, set debug=True in launch()\n","* Running on public URL: https://0d8f523b48e5ed5d1f.gradio.live\n","\n","This share link expires in 1 week. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n"]},{"output_type":"display_data","data":{"text/plain":["