Scientific Programming / 2018 / Article / Tab 7

Research Article

A Low-Cost Named Entity Recognition Research Based on Active Learning

Table 7

Comparison table of experimental results in judgement documents.

Number of iterationsAL-CRFCRF
RFRF

190.93140.96030.94560.84680.88240.8642
2100.93280.95520.94390.88540.89920.8922
390.92730.95160.93930.89930.91320.9062
480.93160.95010.94080.83330.87140.8519
590.94620.96270.95430.88360.89790.8907
690.9320.95130.94160.90240.92050.9114
7100.92970.94980.93960.90570.92990.9176
880.94060.95440.94750.87080.90250.8864
990.92010.95310.93630.89820.93630.9169
1090.92240.95020.93610.88440.92150.9026
Mean0.93140.95390.94250.8810.90750.894

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