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TableĀ 2 Comparison of various NB and DF configurations

From: HPCC based framework for COPD readmission risk analysis

Model Min df Max df Stop words # of features AUC Precision (%) Recall (%) Cluster time (s)
Naive Bayes 0.05 1 Y 389 0.544 90.65 50.15 824
Naive Bayes 0.1 1 Y 217 0.542 90.21 60.34 407
Naive Bayes 0.1 1 N 241 0.542 90.45 51 534
Naive Bayes 0.2 1 N 105 0.537 77.2 58 227