Comparing heuristic and machine learning approaches for metric-based code smell detection.

Fabiano Pecorelli Fabio Palomba Dario Di Nucci Andrea De Lucia

Published in: ICPC (2019)

Keyphrases

machine learning approaches
machine learning methods
machine learning algorithms
machine learning
machine learning models
detection accuracy
detection method

metric space
question classification
object detection
detection algorithm
automatic detection
false positives
dynamic programming

databases
data mining methods
optimal solution
similarity measure
detection rate
distance function
high dimensional data

anomaly detection
source code
nearest neighbor
data analysis
manhattan distance
satisfy the triangle inequality