Validate Clustering: {{name}}

immuneML version: {{immuneML_version}}

Full specification is available here.

Log file is available here.

Validation Configuration

Clustering Setting	{{setting_key}}
Validation Types	{{validation_types}}
Metrics	{{metrics}}

Validation Dataset Information

General Information

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

Dataset Labels

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

Label name	Label classes
{{dataset_label_name}}	{{dataset_label_classes}}

This dataset does not have any available labels.

Labels Used for External Evaluation

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

{{name}}

Data Reports

Reports generated on the validation dataset.

Data Files

{{file_name}} - {{name}}

Text Reports

{{file_name}}

Method-Based Validation

Method-based validation refits the clustering algorithm to the validation dataset and evaluates the resulting clusters.

Results

Internal Performance Metrics

{{{method_based_internal_performance}}}

External Performance Metrics

{{{method_based_external_performance}}}

Reports

Data Files

{{file_name}} - {{name}}

Text Reports

{{file_name}}

Result-Based Validation

Result-based validation transfers cluster assignments from the discovery dataset to the validation dataset using a trained classifier, then evaluates the predicted clusters.

Results

Internal Performance Metrics

{{{result_based_internal_performance}}}

External Performance Metrics

{{{result_based_external_performance}}}

Reports

Data Files

{{file_name}} - {{name}}

Text Reports

{{file_name}}

Validation Results

No validation results available. Please check the log file for any errors.

Predictions

Download predictions CSV

{{{predictions_table}}}