Please enable JavaScript.
Coggle requires JavaScript to display documents.
Gherkin Tests Classifier - Coggle Diagram
Gherkin Tests Classifier
NLP
Tools
Spacy
TF-IDF
Word2Vec
POS
NER?
Ruleset 01
Verbal Tense on 1st Person
Multiple Actions at Same Step
Document Stucture
Semantic Similarity
Validation Method
TF-IDF + Word2Vec
POS
Input
Feature File
Output
Classified Steps
Database
1 Feature
30 Scenarios
180 steps
Create more features
Hybrid (NLP + ML)
Tools
TF-IDF
Word2Vec
RandomForest
Multinomial Naive Bayes
Multilayer Perceptron
LSTM
Validation
Accuracy
Standard Deviation
Cross Validation
Friedman Test
T-test
Performance
NLP Classifier
Keyword Based
Rules
Given
Test Precondition
Setup
When
Step
Actions
Then
Expected Result
System Behavior
ML Classifier
RandomForest
Best Evauation
TF-IDF
Tokenizer
Model trained with correct labeled steps
Database
500 Given Steps
500 When Steps
500 Then Steps
Create more steps