File size: 509 Bytes
225af6a
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
"""
Behavioral Testing Module for Skill Classification Model

This module implements behavioral tests as described by Ribeiro et al. (2020).
Tests are organized into three categories:
- Invariance Tests: Changes in input should not affect the output
- Directional Tests: Changes in input should lead to predictable changes in output  
- Minimum Functionality Tests: Model should perform well on basic examples

Reference: Ribeiro et al., "Beyond Accuracy: Behavioral Testing of NLP models with CheckList"
"""