-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathexperiment.1.log
113 lines (113 loc) · 6.95 KB
/
experiment.1.log
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
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
HOW MUCH OF EACH DATASET SHOULD WE ADD (BASELINE WITH IADS-E-NOMUSIC SHUFFLED LABELS)?
2024-03-14 03:07:54: Loading data
2024-03-14 03:08:09: Ratio: 1.0PMEmo + 0.0IADS-E-nomusic
2024-03-14 03:08:09: Label: AroMN
2024-03-14 03:08:09: [Clustering]
2024-03-14 03:08:10: [Ended]
2024-03-14 03:08:10: [Clustering]
2024-03-14 03:08:10: [Ended]
2024-03-14 03:08:10: Tuning AutoML
[WARNING] [2024-03-14 03:11:06,681:Client-AutoML(8229):b51589c4-e1a7-11ee-9a76-b499bab8ef8a] Time limit for a single run is higher than total time limit. Capping the limit for a single run to the total time given to SMAC (5396.293824)
[WARNING] [2024-03-14 03:11:06,681:Client-AutoML(8229):b51589c4-e1a7-11ee-9a76-b499bab8ef8a] Capping the per_run_time_limit to 2698.0 to have time for a least 2 models in each process.
[WARNING] [2024-03-14 03:11:28,852:Client-EnsembleBuilder] No runs were available to build an ensemble from
Needed time for optimizing the model: 5572.751062631607
2024-03-14 04:41:03: Cross-validating best estimator
Needed time for cross-validating the best model: 875.0806183815002
2024-03-14 04:55:38: ___________________
2024-03-14 04:55:38: Obtained metrics for PMEmo
2024-03-14 04:55:38: r2, RMSE, MAE
2024-03-14 04:55:38: 7.21e-01 ± 3.02e-02
2024-03-14 04:55:38: 1.95e-01 ± 5.80e-03
2024-03-14 04:55:38: 1.54e-01 ± 7.12e-03
2024-03-14 04:55:38: ___________________
2024-03-14 04:55:38: Obtained metrics for IADS-E-nomusic
2024-03-14 04:55:38: r2, RMSE, MAE
2024-03-14 04:55:38: -1.10e-01 ± 9.43e-02
2024-03-14 04:55:38: 4.92e-01 ± 2.16e-02
2024-03-14 04:55:38: 3.84e-01 ± 2.53e-02
2024-03-14 04:55:38:
--------
2024-03-14 04:55:38: Label: ValMN
2024-03-14 04:55:38: [Clustering]
2024-03-14 04:55:39: [Ended]
2024-03-14 04:55:39: [Clustering]
2024-03-14 04:55:40: [Ended]
2024-03-14 04:55:40: Tuning AutoML
[WARNING] [2024-03-14 04:55:52,145:Client-AutoML(8229):b93225db-e1b6-11ee-9a76-b499bab8ef8a] Time limit for a single run is higher than total time limit. Capping the limit for a single run to the total time given to SMAC (5397.052737)
[WARNING] [2024-03-14 04:55:52,146:Client-AutoML(8229):b93225db-e1b6-11ee-9a76-b499bab8ef8a] Capping the per_run_time_limit to 2698.0 to have time for a least 2 models in each process.
[WARNING] [2024-03-14 04:56:15,036:Client-EnsembleBuilder] No runs were available to build an ensemble from
Needed time for optimizing the model: 5423.386756181717
2024-03-14 06:26:03: Cross-validating best estimator
Needed time for cross-validating the best model: 1338.9953217506409
2024-03-14 06:48:22: ___________________
2024-03-14 06:48:22: Obtained metrics for PMEmo
2024-03-14 06:48:22: r2, RMSE, MAE
2024-03-14 06:48:22: 5.73e-01 ± 3.71e-02
2024-03-14 06:48:22: 2.11e-01 ± 1.84e-02
2024-03-14 06:48:22: 1.68e-01 ± 1.24e-02
2024-03-14 06:48:22: ___________________
2024-03-14 06:48:22: Obtained metrics for IADS-E-nomusic
2024-03-14 06:48:22: r2, RMSE, MAE
2024-03-14 06:48:22: 2.29e-02 ± 5.08e-02
2024-03-14 06:48:22: 4.82e-01 ± 1.62e-02
2024-03-14 06:48:22: 3.85e-01 ± 1.23e-02
2024-03-14 06:48:22:
--------
--------
HOW MUCH OF EACH DATASET SHOULD WE ADD?
2024-03-14 06:48:22: Loading data
2024-03-14 06:48:46: Ratio: 1.0PMEmo + 0.0IADS-E-nomusic
2024-03-14 06:48:46: Label: AroMN
2024-03-14 06:48:46: [Clustering]
2024-03-14 06:48:47: [Ended]
2024-03-14 06:48:47: [Clustering]
2024-03-14 06:48:47: [Ended]
2024-03-14 06:48:47: Tuning AutoML
[WARNING] [2024-03-14 06:52:27,365:Client-AutoML(8229):86f8aeaa-e1c6-11ee-9a76-b499bab8ef8a] Time limit for a single run is higher than total time limit. Capping the limit for a single run to the total time given to SMAC (5397.083000)
[WARNING] [2024-03-14 06:52:27,365:Client-AutoML(8229):86f8aeaa-e1c6-11ee-9a76-b499bab8ef8a] Capping the per_run_time_limit to 2698.0 to have time for a least 2 models in each process.
[WARNING] [2024-03-14 06:52:48,910:Client-EnsembleBuilder] No runs were available to build an ensemble from
[WARNING] [2024-03-14 06:52:56,465:Client-EnsembleBuilder] No runs were available to build an ensemble from
Needed time for optimizing the model: 5615.499480009079
2024-03-14 08:22:23: Cross-validating best estimator
Needed time for cross-validating the best model: 648.9891438484192
2024-03-14 08:33:12: ___________________
2024-03-14 08:33:12: Obtained metrics for PMEmo
2024-03-14 08:33:12: r2, RMSE, MAE
2024-03-14 08:33:12: 7.32e-01 ± 2.65e-02
2024-03-14 08:33:12: 1.91e-01 ± 4.78e-03
2024-03-14 08:33:12: 1.50e-01 ± 8.81e-03
2024-03-14 08:33:12: ___________________
2024-03-14 08:33:12: Obtained metrics for IADS-E-nomusic
2024-03-14 08:33:12: r2, RMSE, MAE
2024-03-14 08:33:12: -1.17e-01 ± 2.52e-01
2024-03-14 08:33:12: 3.09e-01 ± 2.27e-02
2024-03-14 08:33:12: 2.42e-01 ± 2.00e-02
2024-03-14 08:33:12:
--------
2024-03-14 08:33:12: Label: ValMN
2024-03-14 08:33:12: [Clustering]
2024-03-14 08:33:13: [Ended]
2024-03-14 08:33:13: [Clustering]
2024-03-14 08:33:13: [Ended]
2024-03-14 08:33:13: Tuning AutoML
[WARNING] [2024-03-14 08:33:34,437:Client-AutoML(8229):1dd34d63-e1d5-11ee-9a76-b499bab8ef8a] Time limit for a single run is higher than total time limit. Capping the limit for a single run to the total time given to SMAC (5396.894986)
[WARNING] [2024-03-14 08:33:34,437:Client-AutoML(8229):1dd34d63-e1d5-11ee-9a76-b499bab8ef8a] Capping the per_run_time_limit to 2698.0 to have time for a least 2 models in each process.
[WARNING] [2024-03-14 08:33:56,767:Client-EnsembleBuilder] No runs were available to build an ensemble from
Needed time for optimizing the model: 5419.825257062912
2024-03-14 10:03:33: Cross-validating best estimator
Needed time for cross-validating the best model: 1886.1048514842987
2024-03-14 10:34:59: ___________________
2024-03-14 10:34:59: Obtained metrics for PMEmo
2024-03-14 10:34:59: r2, RMSE, MAE
2024-03-14 10:34:59: 5.67e-01 ± 4.85e-02
2024-03-14 10:34:59: 2.13e-01 ± 2.11e-02
2024-03-14 10:34:59: 1.69e-01 ± 1.80e-02
2024-03-14 10:34:59: ___________________
2024-03-14 10:34:59: Obtained metrics for IADS-E-nomusic
2024-03-14 10:34:59: r2, RMSE, MAE
2024-03-14 10:34:59: 1.52e-01 ± 1.50e-01
2024-03-14 10:34:59: 3.19e-01 ± 3.04e-02
2024-03-14 10:34:59: 2.41e-01 ± 2.41e-02
2024-03-14 10:34:59:
--------
--------