Skip to content
Snippets Groups Projects
Select Git revision
  • 067f000ffa597492db309397ebee69c6348e5352
  • main default protected
2 results

report.py

Blame
    • report.py 1.99 KiB
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43 
    

    

    

    #!/usr/bin/python3.10
# -*-coding:Utf-8 -*

#==============================================================================
# ontoScorer: [brief description of the module]
#------------------------------------------------------------------------------
# Detailed module description, if needed
#==============================================================================

class Report:
    def __init__(self, reference_ontology, generated_ontology, comparison_result, metrics):
        self.reference_ontology = reference_ontology
        self.generated_ontology = generated_ontology
        self.comparison_result = comparison_result
        self.metrics = metrics

    def generate(self):
        report_str = "=== Ontology Evaluation Report ===\n"

        report_str += f"\nReference Ontology: {self.reference_ontology.path}"
        report_str += f"\nNumber of classes in Reference Ontology: {len(self.reference_ontology.classes)}"

        report_str += f"\n\nGenerated Ontology: {self.generated_ontology.path}"
        report_str += f"\nNumber of classes in Generated Ontology: {len(self.generated_ontology.classes)}"

        # Comparison of the number of classes
        report_str += "\n\nComparison Result: "
        if len(self.reference_ontology.classes) > len(self.generated_ontology.classes):
            report_str += "The generated ontology has fewer classes than the reference ontology."
        elif len(self.reference_ontology.classes) < len(self.generated_ontology.classes):
            report_str += "The generated ontology has more classes than the reference ontology."
        else:
            report_str += "The generated ontology and the reference ontology have the same number of classes."

        report_str += "\n\nEvaluation Metrics:"
        report_str += f'\nPrecision: {self.metrics.scores["overall"]["precision"]}'
        report_str += f'\nRecall: {self.metrics.scores["overall"]["recall"]}'
        report_str += f'\nF1 Score: {self.metrics.scores["overall"]["f1"]}'

        return report_str