Prescription Function Prediction Using Topic Model and Multilabel Classifiers

Table 6

Topics discovered by LPH model.

Replenishing and restoring	Probability	Dispelling internal cold	Probability
Atractylodis Macrocephalae Rhizoma Ginseng Radix	0.05533	Zingiberis Rhizoma Recens	0.04842
Poria, Szechwan Lovage Rhizome	0.05297		0.03805
Astragali Radix	0.03708	Codonopsis Radix	0.03574
Angelicae Sinensis Radix, Dioscoreae Rhizoma	0.03120	Pinelliae Rhizoma, Poria	0.03459
	0.02767	Atractylodis Macrocephalae Rhizoma, Angelicae Sinensis Radix	0.02421
Codonopsis Radix	0.02649	Astragali Radix	0.01960
Rehmanniae Radix Praeparata, Angelicae Sinensis Radix	0.02531	Cinnamomi Ramulus	0.01615
Paeoniae Radix Alba	0.02096	Paeoniae Radix Alba, Szechwan Lovage Rhizome	0.01499
Pinelliae Rhizoma	0.01325	Fossil Fragments, Ostreae Concha	0.01384
Dried Rehmanniae Radix	0.01325	Leonuri Herba	0.01384
Asini Corii Colla, Angelicae Sinensis Radix	0.00943	Asini Corii Colla, Angelicae Sinensis Radix	0.01384
Schisandrae Chinensis Fructus, Atractylodis Macrocephalae Rhizoma	0.00943	Ginseng Radix	0.01269
Asari Radix, Zingiberis Rhizoma	0.00943		0.01154
Cornu Cervi Pantotrichum	0.00943		0.01038
Salviae Miltiorrhizae Radix, Schisandrae Chinensis Fructus	0.00943	Saposhnikoviae Radix, Angelicae Pubescentis Radix	0.01038
Zingiberis Rhizoma Recens	0.00825	Zingiberis Rhizoma	0.01038
Polygalae Radix	0.00825		0.00923
Poria	0.00825	Salviae Miltiorrhizae Radix	0.00923
	0.00825	Ephedrae Herba	0.00923
Sophorae Flavescentis Radix	0.00707		0.00820