Spaces:
Running
Running
File size: 1,792 Bytes
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data_ingestion:
root_dir: artifacts/data_ingestion
source_url: kaggle://playground-series-s6e2
local_data_file: artifacts/data_ingestion/train_raw.csv
unzip_dir: artifacts/data_ingestion
data_validation:
root_dir: artifacts/data_validation
data_dir: artifacts/data_ingestion/train_raw.csv
status_file: artifacts/data_validation/status.txt
schema_file: config/schema.yaml
data_transformation:
root_dir: artifacts/data_transformation
data_path: artifacts/data_ingestion/train_raw.csv
train_path: artifacts/data_transformation/train.csv
test_path: artifacts/data_transformation/test.csv
test_size: 0.2
random_state: 42
feature_engineering:
root_dir: artifacts/feature_engineering
train_path: artifacts/data_transformation/train.csv
test_path: artifacts/data_transformation/test.csv
output_train_path: artifacts/feature_engineering/train_features.csv
output_test_path: artifacts/feature_engineering/test_features.csv
model_trainer:
root_dir: artifacts/model_trainer
train_data_path: artifacts/feature_engineering/train_features.csv
test_data_path: artifacts/feature_engineering/test_features.csv
model_path: artifacts/model_trainer/model
target_column: Heart Disease
model_evaluation:
root_dir: artifacts/model_evaluation
model_path: artifacts/model_trainer/model
test_data_path: artifacts/feature_engineering/test_features.csv
metrics_file: artifacts/model_evaluation/metrics.json
target_column: Heart Disease
model_pusher:
root_dir: artifacts/model_pusher
model_path: artifacts/model_trainer/model
model_registry_path: models/production
mlflow:
tracking_uri: https://dagshub.com/abheshith7/AutoML-MLOps-PipeLine.mlflow/
experiment_name: automl_experiment
run_name: null
registry_uri: null |