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Prediction Interval Estimation on Ames Housing (test)
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91.1
Empirical Coverage
Stacked CP
80.804
83.477
86.15
88.823
May 18, 2025
Empirical Coverage
Q1 Width
Median Width
Q3 Width
Updated 18d ago
Evaluation Results
Method
Method
Links
Empirical Coverage
Q1 Width
Median Width
Q3 Width
Stacked CP
1 - α=90%
2025.05
91.1
41,652
59,478
88,088
CQR
1 - α=90%
2025.05
90.2
44,530
68,960
108,839
Stacked CP
1 - α=85%
2025.05
86.7
32,645
46,624
69,001
CQR
1 - α=85%
2025.05
85.9
34,401
55,210
91,590
Stacked CP
1 - α=80%
2025.05
81.9
27,665
39,511
58,467
CQR
1 - α=80%
2025.05
81.2
29,796
48,355
79,813
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