Table 7 Comparison of average performance values according to sampling method.

From: Deriving and applying core competencies for intellectual property-based startup entrepreneurs: a data-driven approach to technology evaluation

Measure

No-sampling

Under-sampling

Over-sampling

Avg. Accuracy

0.3367

0.3311

0.3830

Avg. Precision

0.3812

0.3500

0.4354

Avg. Recall

0.2765

0.4011

0.3887

Avg. F1-score

0.3182

0.3564

0.3989

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