comparison base_model_trainer.py @ 3:02f7746e7772 draft default tip

planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit ff6d674ecc83db933153b797ef4dbde17f07b10e

2:009b18a75dc3

                Setup & Best Model</div>
                <div class="tab" onclick="openTab(event, 'plots')">
                Best Model Plots</div>
                <div class="tab" onclick="openTab(event, 'feature')">
                Feature Importance</div>
                <div class="tab" onclick="openTab(event, 'explainer')">
                Explainer
                </div>
            </div>
            <div id="summary" class="tab-content">
                <h2>Setup Parameters</h2>
                <table>
                    <tr><th>Parameter</th><th>Value</th></tr>

                {plots_html}
            </div>
            <div id="feature" class="tab-content">
                {feature_importance_html}
            </div>
            <div id="explainer" class="tab-content">
                {self.plots_explainer_html}
                {tree_plots}
            </div>
        {get_html_closing()}
        """

        with open(os.path.join(
                self.output_dir, "comparison_result.html"), "w") as file:
            file.write(html_content)

    def save_dashboard(self):

3:02f7746e7772

                Setup & Best Model</div>
                <div class="tab" onclick="openTab(event, 'plots')">
                Best Model Plots</div>
                <div class="tab" onclick="openTab(event, 'feature')">
                Feature Importance</div>
            """
        if self.plots_explainer_html:
            html_content += """
                "<div class="tab" onclick="openTab(event, 'explainer')">"
                Explainer Plots</div>
            """
        html_content += f"""
            </div>
            <div id="summary" class="tab-content">
                <h2>Setup Parameters</h2>
                <table>
                    <tr><th>Parameter</th><th>Value</th></tr>

                {plots_html}
            </div>
            <div id="feature" class="tab-content">
                {feature_importance_html}
            </div>
        """
        if self.plots_explainer_html:
            html_content += f"""
            <div id="explainer" class="tab-content">
                {self.plots_explainer_html}
                {tree_plots}
            </div>
            {get_html_closing()}
            """
        else:
            html_content += f"""
            {get_html_closing()}
            """
        with open(os.path.join(
                self.output_dir, "comparison_result.html"), "w") as file:
            file.write(html_content)

    def save_dashboard(self):