Dphedderich's group workspace
Group: development
Name
38 visualized
Job Type: test_model
Job Type: test_model
3
Job Type: basic_cleaning
Job Type: basic_cleaning
3
Job Type: train_random_forest
Job Type: train_random_forest
21
Job Type: train_val_test_split
Job Type: train_val_test_split
2
Job Type: data_tests
Job Type: data_tests
4
Job Type: download_file
Job Type: download_file
5
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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dphedderich
17m 48s
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random_forest_export:prod
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test_data.csv:latest
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32.71936
0.57359
Finished
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dphedderich
2h 29m 56s
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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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Failed
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dphedderich
1h 34m
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["absolute_error","mae"]
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15
0.52571
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15
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3
4
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100
-1
true
random_forest_export
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42
["/tmp/tmpykuyt6_z/outputs/2023-08-21/11-56-44/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/10/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/11/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/12/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/13/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/14/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/6/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/7/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/8/rf_config.json","/workspaces/nyc-rental-price-predictor/multirun/2023-08-21/11-02-50/9/rf_config.json"]
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neighbourhood_group
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trainval_data.csv:latest
0.2
34.77479
0.51492
Finished
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dphedderich
2h 9m 20s
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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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dphedderich
2h 16m 33s
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Finished
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dphedderich
19h 36m 31s
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Raw file as downloaded
sample.csv
raw_data
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["sample1.csv","sample2.csv"]
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