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longer run model

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This commit is contained in:
Michael Duong 2024-01-23 21:46:24 +00:00
parent efb84723bb
commit ca2a3d3623
2 changed files with 23 additions and 23 deletions
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2
modules/ml-pipeline/src/pipeline/configs/build_model.yaml
View file

@ -13,7 +13,7 @@ default:
output_filepath: ./data/model/allmodels/ output_filepath: ./data/model/allmodels/
problem_type: regression problem_type: regression
eval_metric: mean_squared_error #mean_absolute_error eval_metric: mean_squared_error #mean_absolute_error
time_limit: 400 time_limit: 800
presets: medium_quality presets: medium_quality
excluded_model_types: ['KNN', 'RF'] excluded_model_types: ['KNN', 'RF']
infer_limit: 0.05 infer_limit: 0.05

44
modules/ml-pipeline/src/pipeline/dvc.lock
View file

@ -29,8 +29,8 @@ stages:
outs: outs:
- path: data/prepared_data/ - path: data/prepared_data/
hash: md5 hash: md5
md5: 1b1f7467e4abc12e6febbf2a84756914.dir md5: 12b7939c38b6a201063b063ed64d521b.dir
size: 39780684 size: 39840424
nfiles: 2 nfiles: 2
build_model: build_model:
cmd: python 2_build_model.py cmd: python 2_build_model.py
@ -41,8 +41,8 @@ stages:
size: 4149 size: 4149
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: 1b1f7467e4abc12e6febbf2a84756914.dir md5: 12b7939c38b6a201063b063ed64d521b.dir
size: 39780684 size: 39840424
nfiles: 2 nfiles: 2
params: params:
configs/build_model.yaml: configs/build_model.yaml:
@ -58,7 +58,7 @@ stages:
output_filepath: ./data/model/allmodels/ output_filepath: ./data/model/allmodels/
problem_type: regression problem_type: regression
eval_metric: mean_squared_error eval_metric: mean_squared_error
time_limit: 400 time_limit: 800
presets: medium_quality presets: medium_quality
excluded_model_types: excluded_model_types:
- KNN - KNN
@ -68,12 +68,12 @@ stages:
outs: outs:
- path: data/model/ - path: data/model/
hash: md5 hash: md5
md5: c83b4cf0c51bd433bfb38307e978ed39.dir md5: 7d062363a9de5a659df638de1541d9ee.dir
size: 344485548 size: 383515358
nfiles: 24 nfiles: 26
- path: metrics/fit_metrics.json - path: metrics/fit_metrics.json
hash: md5 hash: md5
md5: 3105f9cf71b69b5b0f5675b2c169273c md5: 06c50da7ca7fdb631896790b76a5e19d
size: 223 size: 223
generate_predictions: generate_predictions:
cmd: python 3_generate_predictions.py cmd: python 3_generate_predictions.py
@ -84,13 +84,13 @@ stages:
size: 2464 size: 2464
- path: data/model - path: data/model
hash: md5 hash: md5
md5: c83b4cf0c51bd433bfb38307e978ed39.dir md5: 7d062363a9de5a659df638de1541d9ee.dir
size: 344485548 size: 383515358
nfiles: 24 nfiles: 26
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: 1b1f7467e4abc12e6febbf2a84756914.dir md5: 12b7939c38b6a201063b063ed64d521b.dir
size: 39780684 size: 39840424
nfiles: 2 nfiles: 2
params: params:
configs/settings.yaml: configs/settings.yaml:
@ -102,8 +102,8 @@ stages:
outs: outs:
- path: data/predictions/ - path: data/predictions/
hash: md5 hash: md5
md5: f914cf31400e228ee6e1386155b68e7c.dir md5: d6c97ad17146677fe705ccd7bcbb4873.dir
size: 369783 size: 369475
nfiles: 1 nfiles: 1
generate_metrics: generate_metrics:
cmd: python 4_generate_metrics.py cmd: python 4_generate_metrics.py
@ -114,13 +114,13 @@ stages:
size: 3484 size: 3484
- path: data/predictions - path: data/predictions
hash: md5 hash: md5
md5: f914cf31400e228ee6e1386155b68e7c.dir md5: d6c97ad17146677fe705ccd7bcbb4873.dir
size: 369783 size: 369475
nfiles: 1 nfiles: 1
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: 1b1f7467e4abc12e6febbf2a84756914.dir md5: 12b7939c38b6a201063b063ed64d521b.dir
size: 39780684 size: 39840424
nfiles: 2 nfiles: 2
params: params:
configs/settings.yaml: configs/settings.yaml:
@ -130,8 +130,8 @@ stages:
outs: outs:
- path: metrics/metrics.json - path: metrics/metrics.json
hash: md5 hash: md5
md5: c23b7f0628473bf42eef126167e8928e md5: 6bb037ff29c7119576c8818b395d32f6
size: 224 size: 225
startup_cleanup: startup_cleanup:
cmd: python 0_startup_cleanup.py cmd: python 0_startup_cleanup.py
deps: deps: