Quantization Noise Power
The Y axis in that plot is amplitude.  The book integrates the amplitude squared because it is calculating the noise power (remember, power is proportional to amplitude squared).  

You took the absolute value of amplitude, but didn't square it, so you now have the average absolute energy of the error.