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. Author manuscript; available in PMC: 2020 Oct 1.
Published in final edited form as: Predict Intell Med. 2019 Oct 10;11843:1–10. doi: 10.1007/978-3-030-32281-6_1

Table 4:

Ranked forecasting scores for benchmark models and top-3 TADPOLE submissions.

Submission Overall
Rank		 Diagnosis ADAS Ventricles (% ICV)
MAUC BCA MAE WES CPA MAE WES CPA
Frog 1 0.931 0.849 4.85 4.74 0.44 0.45 0.33 0.47
EMC1-Std 2 0.898 0.811 6.05 5.40 0.45 0.41 0.29 0.43
VikingAI-Sigmoid 3 0.875 0.760 5.20 5.11 0.02 0.45 0.35 0.20
BenchmarkME-APOE 18 0.822 0.749 4.75 4.75 0.36 0.57 0.57 0.40
BenchmarkSVM 34 0.836 0.764 6.82 6.82 0.42 0.86 0.84 0.50
BenchmarkLastVisit 40 0.774 0.792 7.05 7.05 0.45 0.63 0.61 0.47