Alanis Morissette - Guardian的歌詞如下：
Yeah, yeah, yeah
I'm a guardian, I'm a guardian
Waking up every morning
Feels like a game I'm playing
Keeping up the front
Of someone strong and stable
And in control of my emotions
I am the guardian of my sanity
A prisoner of my past regrets
A conqueror of my fear
A witness to my weaknesses
I am the guardian of my dreams
A prisoner of my own demons
A conqueror of my fears
But I'm not alone in this war
'Cause I'm a guardian, I'm a guardian
Yeah, yeah, yeah
I have wounds that refuse to heal
My spirit yearns for healing
The fear inside of breaking down and feeling real
Oh oh oh oh oh oh oh oh
(So lost in your good night dream)
So lost in your good night dream (sleepwalking)
Your visions of tomorrow (lost)
Are just a distant memory (lost)
Oh oh oh oh oh oh oh oh (lost)
(So lost in your good night dream)
I'm not the girl you remember (remember)
The one you thought you knew (knew)
(So lost in your good night dream)
You may have broken me, yeah (sleepwalking)
But I'll be alright in the end (lost)
Oh oh oh oh oh oh oh oh (lost)
Yeah, yeah, yeah (oh)
(Oh, wake up, wake up) Wake up now, I say to myself every morning when I wake up, baby don't go sleepwalking. Baby don't go sleepwalking. Baby don't go sleepwalking, go wake up now. Go wake up now. Wake up now. Go wake up now. I say to myself. So lost in your good night dream. Oh, wake up now. Wake up now. Wake up now. Wake up now. Wake up now. Oh oh oh oh oh oh oh oh. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah. Oh yeah! (Lost in your good night dream) Lost in your good night dream, you gotta wake up! Yeah! (Wake up) You gotta wake up! You gotta wake up! Wake up now! Wake up now! You gotta wake up now! Wake up! Keep walking through the rain with me forever Keep walking with me forever (With me forever) Wake up now, come on and get it on and be all you can be Now baby come on and let me love you while we both could (be all we can be) Come on and give it to me Give it to me give it to meJust finished setting up an artificial neural network in Keras with tensorflow backend. But after training the model for 20 epochs and getting predictions, I find that there are significant errors on my data. How do I know which parts of my data caused these errors? Can you suggest any strategies to debug or improve? What kind of factors should I pay attention to? Also, if there are some suggestions for better model architecture or optimization methods that can improve accuracy, please let me know. Thank you very much! 😊 😊 😊 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 💡 😅
為了更好地解決您的問題，讓我們來一一解答您的問題：
1. 確定導致錯誤的數據部分：首先，您可以使用模型生成一個詳細的誤差報告，它提供了關於特定數據點的預測結果與實際結果之間的差異的信息。此外，您也可以嘗試在訓練集和驗證集之間進行分割，使用一部分數據來測試哪些部分的數據導致了錯誤。這可以幫助您更具體地了解哪些數據點或特徵導致了模型預測的錯誤。
2. 調試和最佳化策略：在調試過程中，您可以使用一些策略來改進模型。例如，您可以嘗試調整模型的架構（例如增加隱藏層、改變激活函式等），或者使用更複雜的最佳化器或正則化方法。您還可以使用早停法來避免過擬合，以及交叉驗證來評估模型的泛化性能。同時，注意查看模型