Analysis Results

Summary Statistics
{% for key, value in summary.items() %} {% endfor %}
{{ key }} {{ value | round(2) }}
Download Processed Data
{% if do_decomposition and plot_html %}
Decomposition
{{ plot_html | safe }}
{% endif %} {% if do_acf_pacf and acf_pacf_html %}
ACF/PACF Plots
{{ acf_pacf_html | safe }}
{% endif %} {% if do_forecasting and forecast_html %}
Forecast Plot

Model: {{ model_type }}

{% if model_params %}

Model Parameters: {{ model_params }}

{% endif %} {% if metrics %}

Test Set Metrics:

  • MAE: {{ metrics.MAE | round(2) }}
  • MSE: {{ metrics.MSE | round(2) }}
  • RMSE: {{ metrics.RMSE | round(2) }}
{% endif %}
{{ forecast_html | safe }}
{% if forecast_history %}
Forecast History
{% for entry in forecast_history %} {% endfor %}
Select Run Train Percent (%) Test Percent (%) Forecast Periods MAE MSE RMSE Model
{{ loop.index }} {{ entry.train_percent | round(2) }} {{ entry.test_percent | round(2) }} {{ entry.forecast_periods }} {{ entry.mae | round(2) if entry.mae else '-' }} {{ entry.mse | round(2) if entry.mse else '-' }} {{ entry.rmse | round(2) if entry.rmse else '-' }} {{ entry.model_type }}
Download Forecast History {% endif %}
Re-forecast
{% endif %}