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. Author manuscript; available in PMC: 2021 Jul 29.
Published in final edited form as: Quant Biol. 2020 Dec 7;8(4):347–358. doi: 10.1007/s40484-020-0226-1

Table 1.

The predictive results for the eight models

Classifier Accuracy

Logistic regression 68.67%a±1.21%b
SVM 63.74%±0.72%
Random forest 54.79%±1.64%
XGBoost 62.89%±1.43%
Neural network 68.07%±0.94%
Hard-voting 69.06%±1.33%
Soft-voting 69.66%±1.37%
Performance-weighted-voting 71.46%±1.02%
a

The average number of 10 repeats.

b

The standard deviation of 10 repeats.