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Table 5 F-score of all the data sets using different descriptors or fingerprints

From: Fast rule-based bioactivity prediction using associative classification mining

Data set Descriptors Classification Model
   SVM Bayesian CPAR CBA CMAR
AntiTB MDL 61.82±2.96 63.00±2.97 70.78±3.51 72.06±2.38 69.84±2.14
Properties 69.50±1.84 70.48±1.80 63.27±3.10 66.09±5.66 63.49±2.51
PubChem 71.08±1.72 68.93±2.23 74.15±1.75 63.62±2.35 67.25±1.52
Mutagenicity MDL 74.26±2.87 69.07±3.49 77.37±5.25 77.75±4.89 75.48±5.11
Properties 70.04±3.99 68.82±6.13 66.75±2.74 75.87±3.58 74.57±5.44
PubChem 72.67±3.80 66.41±3.66 75.77±4.16 76.13±3.91 71.91±5.38
hERG MDL 62.62±6.73 70.08±9.64 72.75±12.26 69.20±6.84 73.69±9.67
Properties 80.82±7.22 75.73±13.35 72.78±10.39 79.65±6.37 80.73±8.18
  PubChem 60.13±9.98 73.18±11.89 77.72±9.70 74.77±8.28 78.03±9.79