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Table 3 Some descriptive statistics for R2 values

From: Prediction of Leakage from an Axial Piston Pump Slipper with Circular Dimples Using Deep Neural Networks

 LeakageOil film thicknessPocket pressure
MeanMaxMinStdMeanMaxMinStdMeanMaxMinStd
LR0.97100.97350.96840.00120.98400.98610.98200.00100.93790.94680.92660.0047
DT0.99530.99860.98920.00240.97470.98810.95910.00790.95570.96580.94800.0045
SVM0.99260.99480.99000.00140.98800.99390.97850.00430.95550.96680.93980.0071
NN0.99520.99750.99280.00110.99770.99870.99550.00090.95840.96840.94120.0074
DNN0.99520.99810.99170.00150.99911.00000.99640.00100.95670.96570.94120.0061
  1. Bold values indicate the best score of the columns