Table 2 Performance measures using RUSboost classifier on test data using LSPSD.

From: Determining chromosomal arms 1p/19q co-deletion status in low graded glioma by cross correlation-periodogram pattern analysis

Grade

LGG Status

Precision

Recall

F-score

AUC

G-III (T1-W)

1p/19q co-deleted

0.85

0.9

0.89

87%

1p/19q non-deleted

0.90

0.85

0.83

 

G-III (T2-W)

1p/19q co-deleted

0.85

0.9

0.89

87%

1p/19q non-deleted

0.90

0.85

0.83

 

G-II (T1-W)

1p/19q co-deleted

0.88

0.79

0.89

84%

1p/19q non-deleted

0.79

0.88

0.79

 

G-II (T2-W)

1p/19q co-deleted

0.83

0.84

0.87

84%

1p/19q non-deleted

0.84

0.83

0.78

 
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