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Table 3 Hierarchical SVM classifier performance on Diabetes training dataset for Level 3 predictions.

From: Cost sensitive hierarchical document classification to triage PubMed abstracts for manual curation

Level 3 category Curatable abstracts AUC individual category (SVM) Category prediction accuracy (%)(MLP)
GAD 148 .966 87.2
HSP 19 .997 89.5
IA2 26 .987 80.8
IGRP 16 .995 75.0
INSULIN 126 .964 87.3
OTH 79 .823 53.2
VAR 29 .695 13.8
Total 443   75.6
  1. The AUC and category prediction accuracy values are entered for each Diabetes Level 3 category.