To compare the effectiveness of the Naive Bayes model, Linear Trend, and a Weighted Average combination for predicting future values.
Dependencies
requires scikit-learn:
- Python (>= |PythonMinVersion|)
- NumPy (>= |NumPyMinVersion|)
- SciPy (>= |SciPyMinVersion|)
- joblib (>= |JoblibMinVersion|)
- threadpoolctl (>= |ThreadpoolctlMinVersion|)
User installation
Install pandas is using ::
pip install pandas
or
sudo apt-get install python3-pandas
Install matplotlib is using ::
pip install matplotlib
or
sudo apt-get install python3-matplotlib
Install statsmodels is using ::
pip install statsmodels
or
sudo apt-get install python3-statsmodels
Install scikit-learn is using ::
pip install -U scikit-learn
or
sudo apt-get install python3-sklearn
Testing
After installation, you can run the test data::
python actual_model_predictions.py