Dan-h's group workspace
Group: development
Name
29 visualized
Job Type: train_random_forest
Job Type: train_random_forest
17
Job Type: test_model
Job Type: test_model
1
Job Type: basic_cleaning
Job Type: basic_cleaning
3
Job Type: train_val_test_split
Job Type: train_val_test_split
2
Job Type: data_tests
Job Type: data_tests
3
Job Type: download_file
Job Type: download_file
3
State
Notes
User
Tags
Created
Runtime
Sweep
artifact_description
artifact_name
artifact_type
criterion
input
input_artifact
max_depth
max_features
max_price
max_tfidf_features
min_price
min_samples_leaf
min_samples_split
mlflow_model
n_estimators
n_jobs
oob_score
output_artifact
output_description
output_type
random_seed
rf_config
sample
stratify_by
test_dataset
test_size
trainval_artifact
val_size
mae
r2
Failed
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dan-h
1d 1h 36m 30s
-
-
-
-
mae
-
-
15
0.52312
-
17.64706
-
3
4
-
100
-1
true
random_forest_export
-
-
42
["/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/10/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/11/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/12/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/13/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/14/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/6/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/7/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/8/rf_config.json","/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/9/rf_config.json","/private/var/folders/tj/rvkycgnj6y73sbnl8_d909k40000gn/T/tmpmw2ogfx4/outputs/2023-04-21/10-38-12/rf_config.json"]
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neighbourhood_group
-
-
clean_sample.csv:latest
0.2
33.89756
0.53912
Finished
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dan-h
47s
-
-
-
-
mae
-
-
15
1
-
30
-
3
4
-
100
-1
true
random_forest_export
-
-
42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/14/rf_config.json
-
neighbourhood_group
-
-
clean_sample.csv:latest
0.2
41.27888
0.34697
Finished
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dan-h
40s
-
-
-
-
mae
-
-
15
1
-
15
-
3
4
-
100
-1
true
random_forest_export
-
-
42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/9/rf_config.json
-
neighbourhood_group
-
-
clean_sample.csv:latest
0.2
37.96936
0.43865
Finished
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dan-h
45s
-
-
-
-
mae
-
-
15
1
-
10
-
3
4
-
100
-1
true
random_forest_export
-
-
42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/4/rf_config.json
-
neighbourhood_group
-
-
clean_sample.csv:latest
0.2
36.59083
0.47189
Finished
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dan-h
55s
-
-
-
-
mae
-
-
15
0.1
-
15
-
3
4
-
100
-1
true
random_forest_export
-
-
42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/5/rf_config.json
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neighbourhood_group
-
-
clean_sample.csv:latest
0.2
35.00437
0.51016
Finished
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dan-h
54s
-
-
-
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mae
-
-
15
0.1
-
10
-
3
4
-
100
-1
true
random_forest_export
-
-
42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/0/rf_config.json
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neighbourhood_group
-
-
clean_sample.csv:latest
0.2
34.24566
0.53007
Finished
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dan-h
1m 19s
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-
-
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mae
-
-
15
0.1
-
30
-
3
4
-
100
-1
true
random_forest_export
-
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42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/10/rf_config.json
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neighbourhood_group
-
-
clean_sample.csv:latest
0.2
34.05411
0.53177
Finished
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dan-h
4m 37s
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-
-
-
mae
-
-
15
0.75
-
30
-
3
4
-
100
-1
true
random_forest_export
-
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42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/13/rf_config.json
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neighbourhood_group
-
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clean_sample.csv:latest
0.2
32.50498
0.57832
Finished
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dan-h
2m 17s
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-
-
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mae
-
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15
0.33
-
30
-
3
4
-
100
-1
true
random_forest_export
-
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42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/11/rf_config.json
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neighbourhood_group
-
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clean_sample.csv:latest
0.2
32.4162
0.57615
Finished
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dan-h
1m 33s
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-
-
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mae
-
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15
0.33
-
10
-
3
4
-
100
-1
true
random_forest_export
-
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42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/1/rf_config.json
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neighbourhood_group
-
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clean_sample.csv:latest
0.2
32.39817
0.57848
Finished
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dan-h
1m 50s
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-
-
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mae
-
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15
0.33
-
15
-
3
4
-
100
-1
true
random_forest_export
-
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42
/Users/drh/Documents/Repos/nd0821-c2-build-model-workflow-starter/multirun/2023-04-20/09-17-08/6/rf_config.json
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neighbourhood_group
-
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clean_sample.csv:latest
0.2
32.35016
0.57886
Finished
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dan-h
13s
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random_forest_export:prod
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test_data.csv:latest
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-
32.35016
0.57886
Finished
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dan-h
2d 13h 24m 17s
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sample.csv:latest
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350
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10
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clean_sample.csv
Data with outliers and null values removed
clean_sample
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Finished
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dan-h
16s
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sample.csv:latest
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350
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10
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clean_sample.csv
Data with outliers and null values removed
clean_sample
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Finished
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dan-h
15s
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sample.csv:latest
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350
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10
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clean_sample.csv
Data with outliers and null values removed
clean_sample
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Finished
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dan-h
22s
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sample.csv:latest
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350
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10
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clean_sample.csv
Data with outliers and null values removed
clean_sample
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Finished
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dan-h
1d 17h 21m 45s
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clean_sample.csv:latest
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42
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neighbourhood_group
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0.2
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Finished
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dan-h
1d 18h 7m 16s
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Finished
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dan-h
3d 14h 32m 36s
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Raw file as downloaded
sample.csv
raw_data
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["sample1.csv","sample2.csv"]
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