Research Article

[Retracted] Design of a Comprehensive Assessment Model for the Stability and Engineering Geology of Slope Based on Improved Convolutional Neural Network

Table 1

Example of trained results of improved CNN by convolutional layer design and data flow optimization.

SampleExpected outputTrained outputAccuracy

10.040.010.060.0002830.0006440.0001140.999940
20.030.020.010.0004730.0003760.0003330.994860
30.050.080.050.0001230.0002250.0006030.996368
40.020.030.030.0007650.0009960.0002670.999086
50.010.070.090.0008360.0003010.0007460.998954
60.030.050.040.0005380.0007880.0003460.998648
70.090.050.070.0008530.0006560.0002950.991684
80.030.020.040.0003270.0000930.0000300.990463
90.010.050.060.0008380.0001390.0004280.995258
100.060.030.020.0002640.0007730.0004630.996486