Ajeet214's workspace
Runs
41
Name
41 visualized
Job Type: test_model
Job Type: test_model
5
Job Type: data_tests
Job Type: data_tests
1
Job Type: train_random_forest
Job Type: train_random_forest
11
Job Type: basic_cleaning
Job Type: basic_cleaning
5
Job Type: train_val_test_split
Job Type: train_val_test_split
3
Job Type: download_file
Job Type: download_file
9
Job Type: null
Job Type: null
7
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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ajeet214
5d 1h 38m 25s
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Raw file as downloaded
sample.csv
raw_data
friedman_mse
clean_sample.csv:latest
sample.csv:latest
46.36364
0.5
350
5
10
3
4
random_forest_model:prod
236.36364
-1
true
["clean_sample.csv","random_forest_model"]
Data with outliers and null values removed
clean_sample
42
["/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/0/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/1/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/2/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/3/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/4/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/5/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/6/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/7/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/8/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/outputs/2023-12-17/02-06-47/rf_config.json"]
sample1.csv
neighbourhood_group
test_data.csv:latest
0.2
trainval_data.csv:latest
0.2
34.17002
0.55175
Failed
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ajeet214
43m 25s
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random_forest_model:prod
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test_data.csv:latest
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33.82756
0.56296
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ajeet214
23m 55s
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ajeet214
56m 54s
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friedman_mse
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46.36364
0.5
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236.36364
-1
true
random_forest_model
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42
["/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/0/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/1/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/2/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/3/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/4/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/5/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/6/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/7/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/multirun/2023-12-17/01-19-34/8/rf_config.json","/home/ajeet214/building_a_reproducible_model_workflow/outputs/2023-12-17/02-06-47/rf_config.json"]
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neighbourhood_group
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trainval_data.csv:latest
0.2
34.23229
0.54971
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ajeet214
2d 16h 45m 59s
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sample.csv:latest
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clean_sample.csv
Data with outliers and null values removed
clean_sample
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ajeet214
2d 16h 38m 28s
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clean_sample.csv:latest
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ajeet214
5d 1h 35m
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sample.csv
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sample1.csv
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ajeet214
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