Clustering Workflow: {{name}}

immuneML version: {{immuneML_version}}

Full specification is available here.

Log file is available here.

Dataset Information

General Information

Name {{dataset_name}}
Type {{dataset_type}}
Locus {{dataset_locus}}
Dataset size {{dataset_size}}

Dataset Labels

{{#show_dataset_labels}}

The following label(s) are available in this dataset:

{{#dataset_labels}} {{/dataset_labels}}
Label name Label classes
{{dataset_label_name}} {{dataset_label_classes}}
{{/show_dataset_labels}} {{^show_dataset_labels}}

This dataset does not have any available labels.

{{/show_dataset_labels}} {{#show_labels}}

Labels Used for External Evaluation

The following label(s) are used for external clustering evaluation:

    {{#labels}}
  • {{name}}
    • {{/labels}}
{{/show_labels}}
{{#clustering_reports.has_reports}}

Clustering Analysis Reports

{{#clustering_reports.reports}}

{{name}}

{{#show_info}}

{{info}}

{{/show_info}}
{{#output_figures}}

{{name}}

{{#is_embed}} {{/is_embed}} {{^is_embed}} {{name}} {{/is_embed}}
{{/output_figures}}
{{#show_tables}}

Data behind the plots:

{{/show_tables}} {{#show_text}}

Text Reports

{{/show_text}}
{{/clustering_reports.reports}} {{/clustering_reports.has_reports}} {{#show_best_settings}}

Best Clustering Settings

The following clustering settings were identified as optimal based on the validation metrics. Each exported zip file contains the encoder, clustering method, and configuration needed to apply the clustering to new data.

Exported Settings

    {{#best_settings}}
  • {{setting_key}} (best for: {{metrics}}) — {{zip_filename}}
    • {{/best_settings}}
{{/show_best_settings}} {{#show_final_predictions}}

Final Predictions on Full Dataset

Cluster assignments from the best settings applied to the complete dataset.

Predictions Preview

Download full predictions CSV

{{{final_predictions_table}}}
{{/show_final_predictions}}

Results by Split

The dataset was split into {{splits.length}} subsets to assess clustering performance across different validation indices. Click on a clustering setting below to view detailed results for each split:

{{#splits}}

Split {{number}}

{{/splits}}