a70c0802ae
- Enhanced .gitignore to include additional Python-related files. - Updated docker-compose.yml to version 3.8, added container name, health check, and network configuration. - Modified Dockerfile to set environment variables, install system dependencies, and add a health check. - Updated requirements.txt with specific package versions. - Removed obsolete files related to cloud deployment and experiments. - Improved EDA notebook with additional data loading and exploration steps.
34 lines
653 B
JSON
34 lines
653 B
JSON
{
|
|
"model_type": "XGBClassifier",
|
|
"features": [
|
|
"merchant",
|
|
"category",
|
|
"amt",
|
|
"last",
|
|
"city",
|
|
"city_pop",
|
|
"merch_lat",
|
|
"merch_long",
|
|
"hour",
|
|
"age"
|
|
],
|
|
"train_test_split": {
|
|
"test_size": 0.2,
|
|
"random_state": 42
|
|
},
|
|
"preprocessing": {
|
|
"scaler": "StandardScaler",
|
|
"features_scaled": [
|
|
"merchant",
|
|
"category",
|
|
"amt",
|
|
"last",
|
|
"city",
|
|
"city_pop",
|
|
"merch_lat",
|
|
"merch_long",
|
|
"hour",
|
|
"age"
|
|
]
|
|
}
|
|
} |