Software Defect Prediction Based on Fuzzy Weighted Extreme Learning Machine with Relative Density Information

Table 6

Further statistic results of various algorithms in comparison with FWELM-INTRA as the baseline.

Algorithm	Average percentage of promotion (%)	Win/same/loss
FWELM-INTER	0.59	8/0/2
ELM	41.76	10/0/0
ELM-RUS	3.87	8/0/2
ELM-ROS	3.37	8/0/2
ELM-SMOTE	3.15	8/0/2
WELM1	2.84	8/0/2
WELM2	15.24	10/0/0
DNC	3.06	8/0/2