-
Notifications
You must be signed in to change notification settings - Fork 49
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Add clf-model model from model/clf-model with label1, label2 labels (#82
) **Model name:** clf-model **Model path:** model/clf-model **Labels:** label1,label2 Co-authored-by: Alex Kim <alexkim@iterative.ai>
- Loading branch information
1 parent
6719742
commit 6e92a4d
Showing
1 changed file
with
43 additions
and
37 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,57 +1,63 @@ | ||
| stages: | ||
| data_split: | ||
| data_split: | ||
| cmd: python stages/data_split.py --config=params.yaml | ||
| deps: | ||
| - stages/data_split.py | ||
| - ${base.data_dir}/${base.data_fname} | ||
| - stages/data_split.py | ||
| - ${base.data_dir}/${base.data_fname} | ||
| params: | ||
| - base | ||
| - data_split | ||
| - base | ||
| - data_split | ||
| outs: | ||
| - data/X_train.pkl | ||
| - data/X_test.pkl | ||
| - data/y_train.pkl | ||
| - data/y_test.pkl | ||
| - data/X_train.pkl | ||
| - data/X_test.pkl | ||
| - data/y_train.pkl | ||
| - data/y_test.pkl | ||
| train: | ||
| cmd: python stages/train.py --config=params.yaml | ||
| deps: | ||
| - stages/train.py | ||
| - data/X_train.pkl | ||
| - data/y_train.pkl | ||
| - stages/train.py | ||
| - data/X_train.pkl | ||
| - data/y_train.pkl | ||
| params: | ||
| - base | ||
| - train | ||
| - base | ||
| - train | ||
| outs: | ||
| - ${base.model_dir}/clf-model | ||
| - ${base.model_dir}/clf-model.mlem: | ||
| cache: false | ||
| - ${base.model_dir}/clf-model | ||
| - ${base.model_dir}/clf-model.mlem: | ||
| cache: false | ||
| eval: | ||
| cmd: python stages/eval.py --config=params.yaml | ||
| deps: | ||
| - stages/eval.py | ||
| - data/X_test.pkl | ||
| - data/y_test.pkl | ||
| - ${base.model_dir}/clf-model | ||
| - ${base.model_dir}/clf-model.mlem | ||
| - stages/eval.py | ||
| - data/X_test.pkl | ||
| - data/y_test.pkl | ||
| - ${base.model_dir}/clf-model | ||
| - ${base.model_dir}/clf-model.mlem | ||
| params: | ||
| - base | ||
| - data_split | ||
| - train | ||
| - base | ||
| - data_split | ||
| - train | ||
| outs: | ||
| - ${eval.perm_imp_model_path} | ||
| - feat_imp.csv: | ||
| cache: false | ||
| - ${eval.perm_imp_model_path} | ||
| - feat_imp.csv: | ||
| cache: false | ||
| metrics: | ||
| - metrics.json: | ||
| cache: false | ||
| - metrics.json: | ||
| cache: false | ||
| plots: | ||
| - eval_plots/cm.png: | ||
| cache: false | ||
| - eval_plots/plots/sklearn/roc.json: | ||
| cache: false | ||
| x: fpr | ||
| y: tpr | ||
| - eval_plots/cm.png: | ||
| cache: false | ||
| - eval_plots/plots/sklearn/roc.json: | ||
| cache: false | ||
| x: fpr | ||
| y: tpr | ||
| artifacts: | ||
| churn: | ||
| type: model | ||
| path: model/clf-model | ||
| path: model/clf-model | ||
| clf-model: | ||
| path: model/clf-model | ||
| type: model | ||
| labels: | ||
| - label1 | ||
| - label2 |