Table 29 Top five attributes selected and their respective information gain value for the Swing training set on the three settings for the tests
From: Redocumenting APIs with crowd knowledge: a coverage analysis based on question types
Setting | #Selected | Top five attributes | Info gain value |
|---|---|---|---|
1B | 9/12 | QUESTION_CODE_SIZE | 0.408890225 |
DEBUG_KEYWORDS | 0.338259094 | ||
QUESTION_HAS_CODE | 0.32382105 | ||
QUESTION_BODY_SIZE | 0.271777671 | ||
HOW_KEYWORDS | 0.170159934 | ||
2B | 22/153 | QUESTION_CODE_SIZE | 0.408890225 |
QUESTION_HAS_CODE | 0.32382105 | ||
QUESTION_BODY_SIZE | 0.271777671 | ||
howto_KEYWORD | 0.157489004 | ||
problem_KEYWORD | 0.069082363 | ||
3B | 9/12 | QUESTION_CODE_SIZE | 0.408890225 |
QUESTION_HAS_CODE | 0.32382105 | ||
DEBUG_KEYWORDS | 0.312655378 | ||
QUESTION_BODY_SIZE | 0.271777671 | ||
HOW_KEYWORDS | 0.174419188 |