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Table 3 Comparison of ANN model with decision tree model of the hospital charge on gastric cancer patients

From: Comparison of hospital charge prediction models for gastric cancer patients: neural network vs. decision tree models

Indexes ANN Decision tree
  Training dataset test dataset Training dataset test dataset
Minimum error -10878.152 -6048.823 -12680.355 -11754.598
Maximum error 15072.62 5971.064 36086.455 50410.532
Mean error 81.358 -2.027 0.0 0.0
Mean absolute error 1819.197 1162.279 2782.423 3424.608
Standard deviation 2765.489 1646.117 4689.292 6102.192
Linear correlation coefficient 0.955 0.987 0.866 0.806
Accuracy 97.418% 98.35% ---- ----