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Table 11 Contribution of each component of modules

From: Cross-species gene normalization by species inference

Remove component

TAP-5

TAP-10

TAP-20

None

0.3254

0.3538

0.3535

GNR module

Post-processing of AIIA-GMT [22]

0.2653(-18.47%)

0.3063(-13.43%)

0.3063(-13.35%)

Distillation strategy

0.3094(-4.92%)

0.3355(-5.17%)

0.3355(-5.09%)

Identifier extraction

0.2706(-16.84%)

0.2888(-18.37%)

0.2888(-18.30%)

SA module

Two robust inference strategies

0.3014(-7.38%)

0.3319(-6.19%)

0.3319(-6.11%)

Identifier

0.2538(-22.00%)

0.2538(-28.26%)

0.2644(-25.21%)

Prefix

0.3119(-4.15%)

0.3383(-4.38%)

0.3383(-4.30%)

Previous indicator

0.3099(-4.76%)

0.3361(-5.00%)

0.3361(-4.92%)

Forward indicator

0.2846(-12.54%)

0.3056(-13.62%)

0.3056(-13.55%)

Backward indicator

0.3056(-6.08%)

0.3330(-5.88%)

0.3330(-5.80%)

Majority indicator

0.2280(-29.93%)

0.2280(-35.56%)

0.2280(-35.50%)

SGN module

Intersection filtering method

0.3121(-4.09%)

0.3411(-3.59%)

0.3411(-3.51%)

Inference network

0.2852(-12.35%)

0.3039(-14.10%)

0.3039(-14.03%)