-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathoutput.txt
83 lines (83 loc) · 5.41 KB
/
output.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
PPG FULL DATASET
[('simsiam', 'deepmi'), ('simsiam', 'deepbeat_baseline'), ('simsiam', 'ppg_only_baseline'), ('deepmi', 'deepbeat_baseline'), ('deepmi', 'ppg_only_baseline'), ('deepbeat_baseline', 'ppg_only_baseline')]
---------------------------------------------------------------
---------------------------------------------------------------
data_simband_ppg_2400
('simsiam', 'deepmi'): p_auroc=0.0 , p_auprc=9.127480280470798e-194
('simsiam', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=0.0
('simsiam', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=7.441164401512137e-294
('deepmi', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=7.376168594182096e-229
('deepmi', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=6.318410264803836e-60
('deepbeat_baseline', 'ppg_only_baseline'): p_auroc=2.8739107885942293e-132 , p_auprc=1.861076800142062e-189
---------------------------------------------------------------
---------------------------------------------------------------
data_ucla_ppg_2400
('simsiam', 'deepmi'): p_auroc=0.0 , p_auprc=2.1512358932614873e-37
('simsiam', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=1.5087805678964306e-307
('simsiam', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=6.438839407439185e-23
('deepmi', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=3.391721131538456e-300
('deepmi', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=8.041028403127641e-114
('deepbeat_baseline', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=9.330772348591663e-290
---------------------------------------------------------------
data_staford_2400
('simsiam', 'deepmi'): p_auroc=0.0 , p_auprc=0.0
('simsiam', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=0.04602517483857248
('simsiam', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=0.0
('deepmi', 'deepbeat_baseline'): p_auroc=0.0 , p_auprc=0.0
('deepmi', 'ppg_only_baseline'): p_auroc=1.4200025135323397e-292 , p_auprc=0.0
('deepbeat_baseline', 'ppg_only_baseline'): p_auroc=0.0 , p_auprc=0.0
ECG DATASETS FULL
[('simsiam', 'deepmi'), ('simsiam', 'ecg_only_baseline'), ('deepmi', 'ecg_only_baseline')]
---------------------------------------------------------------
data_simband_ecg_2400
('simsiam', 'deepmi')
('simsiam', 'deepmi'): p_auroc=0.0 , p_auprc=0.0
('simsiam', 'ecg_only_baseline')
('simsiam', 'ecg_only_baseline'): p_auroc=0.0 , p_auprc=0.0
('deepmi', 'ecg_only_baseline')
('deepmi', 'ecg_only_baseline'): p_auroc=3.1793425790012124e-16 , p_auprc=0.0
---------------------------------------------------------------
---------------------------------------------------------------
data_ucla_ecg_2400
('simsiam', 'deepmi')
('simsiam', 'deepmi'): p_auroc=0.0 , p_auprc=4.0864597254483e-98
('simsiam', 'ecg_only_baseline')
('simsiam', 'ecg_only_baseline'): p_auroc=0.0 , p_auprc=1.9704262934622083e-216
('deepmi', 'ecg_only_baseline')
('deepmi', 'ecg_only_baseline'): p_auroc=0.0 , p_auprc=1.0927738265027907e-152
---------------------------------------------------------------
---------------------------------------------------------------
PPG LIMITED
[('simsiam_limited_labeled', 'deepmi_limited_labels'), ('simsiam_limited_labeled', 'ppg_only_baseline_limited_labeled'), ('deepmi_limited_labels', 'ppg_only_baseline_limited_labeled')]
---------------------------------------------------------------
---------------------------------------------------------------
data_simband_ppg_2400
('simsiam_limited_labeled', 'deepmi_limited_labels'): p_auroc=0.0 , p_auprc=0.0
('simsiam_limited_labeled', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=0.0
('deepmi_limited_labels', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=0.0
---------------------------------------------------------------
---------------------------------------------------------------
data_ucla_ppg_2400
('simsiam_limited_labeled', 'deepmi_limited_labels'): p_auroc=0.0 , p_auprc=0.0
('simsiam_limited_labeled', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=0.0
('deepmi_limited_labels', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=1.498401147377185e-169
---------------------------------------------------------------
data_staford_2400
('simsiam_limited_labeled', 'deepmi_limited_labels'): p_auroc=0.0 , p_auprc=0.0
('simsiam_limited_labeled', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=0.0
('deepmi_limited_labels', 'ppg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=4.1236446172850654e-20
ECG LIMITED
[('simsiam_limited_labeled', 'deepmi_limited_labels'), ('simsiam_limited_labeled', 'ecg_only_baseline_limited_labeled'), ('deepmi_limited_labels', 'ecg_only_baseline_limited_labeled')]
---------------------------------------------------------------
data_simband_ecg_2400
('simsiam_limited_labeled', 'deepmi_limited_labels'): p_auroc=0.0 , p_auprc=9.15576328903791e-127
('simsiam_limited_labeled', 'ecg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=9.15576328903791e-127
('deepmi_limited_labels', 'ecg_only_baseline_limited_labeled'): p_auroc=nan , p_auprc=nan
---------------------------------------------------------------
---------------------------------------------------------------
data_ucla_ecg_2400
('simsiam_limited_labeled', 'deepmi_limited_labels'): p_auroc=0.0 , p_auprc=0.0
('simsiam_limited_labeled', 'ecg_only_baseline_limited_labeled'): p_auroc=0.0 , p_auprc=0.0
('deepmi_limited_labels', 'ecg_only_baseline_limited_labeled'): p_auroc=3.945166669570336e-220 , p_auprc=1.854564925523601e-152
---------------------------------------------------------------
---------------------------------------------------------------