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. 2020 Aug 14;8(3):272. doi: 10.3390/healthcare8030272

Table 5.

Transfer Learning Results for Model-2. First six rows for VHA test-set models and last six rows are for VCU test-set. Results reported are macro-averaged. Support indicated the total number of samples in test-sets. LM: Language Model. Bold values indicates the best results generated.

LM Train Test Precision Recall F1-Score Support
VHA VHA VHA 0.77 0.78 0.78 69
VHA VCU VHA 0.68 0.61 0.61 69
VCU VHA VHA 0.80 0.83 0.81 69
VCU VCU VHA 0.33 0.49 0.39 69
VHA_VCU VHA VHA 0.76 0.79 0.75 69
VHA_VCU VCU VHA 0.54 0.51 0.46 69
VHA VHA VCU 0.56 0.68 0.48 106
VHA VCU VCU 0.67 0.69 0.68 106
VCU VHA VCU 0.55 0.64 0.53 106
VCU VCU VCU 0.46 0.49 0.47 106
VHA_VCU VHA VCU 0.55 0.61 0.54 106
VHA_VCU VCU VCU 0.59 0.54 0.55 106