Mercurial > repos > goeckslab > ludwig_experiment

annotate test-data/temperature_hyperopt_statistics.json @ 0:78e6686a218e draft default tip

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
author goeckslab
date Tue, 07 Jan 2025 22:45:39 +0000
parents
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
1 {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
2 "hyperopt_config": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
3 "executor": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
4 "num_samples": 2,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
5 "type": "ray"
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
6 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
7 "goal": "minimize",
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
8 "metric": "loss",
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
9 "output_feature": "combined",
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
10 "parameters": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
11 "trainer.learning_rate": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
12 "lower": 0.0001,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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13 "space": "uniform",
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
14 "upper": 0.1
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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15 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
16 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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17 "search_alg": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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18 "random_state": 42,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
19 "type": "random"
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
20 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
21 "split": "validation"
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
22 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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23 "hyperopt_results": [
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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24 {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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25 "eval_stats": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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26 "combined": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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27 "loss": 0.053195301443338394
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
28 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
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29 "temperature": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
30 "loss": 0.053407300263643265,
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goeckslab
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31 "mean_absolute_error": 0.14618726074695587,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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32 "mean_squared_error": 0.05340731143951416,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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33 "r2": 0.9475131630897522,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
34 "root_mean_squared_error": 0.23110021650791168,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
35 "root_mean_squared_percentage_error": 4.772668361663818
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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36 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
37 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
38 "metric_score": 0.053195301443338394,
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
39 "parameters": {
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goeckslab
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diff changeset
40 "trainer.learning_rate": 0.04394395613123003
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
41 },
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goeckslab
parents:
diff changeset
42 "training_stats": {
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goeckslab
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diff changeset
43 "test": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
44 "combined": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
45 "loss": [
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goeckslab
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diff changeset
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goeckslab
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47 ]
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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diff changeset
48 },
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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49 "temperature": {
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
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50 "loss": [
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goeckslab
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goeckslab
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52 ],
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goeckslab
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53 "mean_absolute_error": [
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54 0.14691536128520966
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goeckslab
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55 ],
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goeckslab
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56 "mean_squared_error": [
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57 0.052641451358795166
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goeckslab
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58 ],
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goeckslab
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diff changeset
59 "r2": [
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60 0.9478765726089478
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goeckslab
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61 ],
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goeckslab
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62 "root_mean_squared_error": [
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goeckslab
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64 ],
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goeckslab
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diff changeset
65 "root_mean_squared_percentage_error": [
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66 6.454731464385986
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67 ]
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goeckslab
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68 }
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goeckslab
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diff changeset
69 },
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goeckslab
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70 "training": {
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71 "combined": {
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72 "loss": [
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goeckslab
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74 ]
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goeckslab
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75 },
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goeckslab
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76 "temperature": {
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goeckslab
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77 "loss": [
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goeckslab
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79 ],
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goeckslab
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80 "mean_absolute_error": [
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goeckslab
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82 ],
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goeckslab
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83 "mean_squared_error": [
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85 ],
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goeckslab
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86 "r2": [
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88 ],
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goeckslab
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89 "root_mean_squared_error": [
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goeckslab
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91 ],
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goeckslab
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92 "root_mean_squared_percentage_error": [
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goeckslab
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goeckslab
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94 ]
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goeckslab
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95 }
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goeckslab
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96 },
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goeckslab
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97 "validation": {
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goeckslab
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98 "combined": {
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
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goeckslab
parents:
diff changeset
201 "loss": [
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goeckslab
parents:
diff changeset
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goeckslab
parents:
diff changeset
203 ]
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goeckslab
parents:
diff changeset
204 },
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goeckslab
parents:
diff changeset
205 "temperature": {
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goeckslab
parents:
diff changeset
206 "loss": [
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goeckslab
parents:
diff changeset
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goeckslab
parents:
diff changeset
208 ],
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goeckslab
parents:
diff changeset
209 "mean_absolute_error": [
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goeckslab
parents:
diff changeset
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goeckslab
parents:
diff changeset
211 ],
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goeckslab
parents:
diff changeset
212 "mean_squared_error": [
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goeckslab
parents:
diff changeset
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goeckslab
parents:
diff changeset
214 ],
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goeckslab
parents:
diff changeset
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goeckslab
parents:
diff changeset
216 0.9277446866035461
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goeckslab
parents:
diff changeset
217 ],
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goeckslab
parents:
diff changeset
218 "root_mean_squared_error": [
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goeckslab
parents:
diff changeset
219 0.2711502015590668
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goeckslab
parents:
diff changeset
220 ],
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
221 "root_mean_squared_percentage_error": [
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goeckslab
parents:
diff changeset
222 6.274576187133789
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goeckslab
parents:
diff changeset
223 ]
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
224 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
225 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
226 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
227 }
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
228 ]
78e6686a218e planemo upload for repository https://github.com/goeckslab/Galaxy-Ludwig.git commit bdea9430787658783a51cc6c2ae951a01e455bb4
goeckslab
parents:
diff changeset
229 }