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iris-model
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ModelKit Tag Metadata
- Digest
- Author
- Siddhesh Bangar
- Date added
- Size
- 213.8KB
- Total pulls
- 5
Package
- Name
- iris-model
- Version
- 1.0.1
- Authors
- Siddhesh Bangar
- Description
- A RandomForest model trained on the Iris dataset with integrated data drift detection.
Model
- Name
- RandomForestClassifier
- Path
- ./models/iris_model.pkl
- License
- N/A
- Parts
- N/A
- Parameters
N/A
Datasets
- Iris Dataset
- ./data/iris_data.csv
- Feature Statistics
- ./data/feature_stats.csv
Codebases
- ./src/data_loading.py
- Script for loading and splitting the Iris dataset.
- ./src/model_training.py
- Script for training the RandomForest model and saving feature statistics.
- ./src/drift_detection.py
- Script for initializing drift detectors and monitoring new data.
- ./src/main.py
- Main script to orchestrate data loading, model training, and drift detection.