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Table 2 To ensure that the accuracies achieved for the ECHA dataset were not due to favorable train-test split, we also performed a 5-fold cross validation on the entire dataset. The classification accuracy and weighted F1 scores per fold are summarized here (higher is better)

From: Classification of substances by health hazard using deep neural networks and molecular electron densities

Fold

Accuracy (%)

Weighted F1 score

0

77.445

0.8136

1

72.826

0.7955

2

73.250

0.7838

3

75.820

0.7982

4

76.366

0.8080

Average

75.141

0.7998