Embedded Files
This page report the experimental results of our work. In particular, we list:
- DeepRepair configurations
- Patches found
- Descriptive Statistics for patch attempts
DeepRepair Configurations
DeepRepair Configurations
Here we report the list of DeepRepair configurations. Each configuration is identified by a two-letters code.
- ED
- (E)xecutable-level similarity ingredient sorting
- (D)efault ingredient application (no ingredient transformation)
- TD
- (T)ype-level similarity ingredient sorting
- (D)efault ingredient application (no ingredient transformation)
- RE
- (R)andom ingredient sorting
- (E)mbeddings-based ingredient transformation
- EE
- (E)xecutable-level similarity ingredient sorting
- (E)mbeddings-based ingredient transformation
- TE
- (T)ype-level similarity ingredient sorting
- (E)mbeddings-based ingredient transformation
Test-Adequate Patch
Test-Adequate Patch
The following figure shows descriptive statistics for the number of attempts to find a test-adequate patch at each level of scope for jGenProg, ED, and TD.
Compilable Ingredients
Compilable Ingredients
The following figure shows descriptive statistics for the number of attempts to find a compilable ingredient at each level of scope for jGenProg, ED, and TD.
Math-63 identifiers' embeddings
Math-63 identifiers' embeddings
Math-63 identifiers' embeddings (best viewed in color) where positions have been jittered to avoid overplotting and colors correspond to clusters.
Experimental Trials Logs
Experimental Trials Logs
All the logs for each of the 19,949 trials (spanning 2,616 days of computation time) are publicly available at our GitLab repository.
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