Prescription Function Prediction Using Topic Model and Multilabel Classifiers

Table 5

Topics discovered by LPH model.

Cleaning heat	Probability	Relieving uneasiness of mind	Probability
Szechwan Lovage Rhizome, Angelicae Sinensis Radix	0.05953	Polygalae Radix	0.04842
Unprocessed Rehmanniae Radix	0.05431	Ginseng Radix, Atractylodis Macrocephalae Rhizoma	0.03805
Atractylodis Macrocephalae Rhizoma, Paeoniae Radix Alba	0.03238	Rhei Radix	0.03574
Scutellariae Radix	0.02507	Jujubae Fructus	0.03259
Paeoniae Radix Alba	0.02403		0.02017
Phellodendri Chinensis Cortex, Anemarrhenae Rhizoma	0.02403	Angelicae Sinensis Radix	0.01960
Glycyrrhizae Radix	0.02298	Poria, Szechwan Lovage Rhizome	0.01615
Poria	0.02194	Fossil Fragments,Ostreae Concha	0.01615
Rehmanniae Radix	0.01881	Zingiberis Rhizoma	0.01384
Coptidis Rhizoma	0.01776	Coptidis Rhizoma	0.01384
Dichroae Radix	0.01672	Acori Tatarinowii Rhizoma	0.01038
Ophiopogonis Radix	0.01567	Fresh Rehmanniae Radix	0.01038
Forsythiae Fructus	0.01463	Kansui Radix	0.01038
Cimicifugae Rhizoma, Clerodendron Cyrtophyllum Turcz	0.01254	Dried Rehmanniae Radix	0.01038
Ginseng Radix	0.01254	Aconiti Lateralis Radix Praeparata, Pinelliae Rhizoma	0.01038
	0.01254	Schisandrae Chinensis Fructus	0.01038
Saposhnikoviae Radix, Notopterygii Rhizoma	0.01254		0.00923
Ostreae Concha	0.01150	Salviae Miltiorrhizae Radix	0.00923
Mume Fructus	0.01150		0.00923
Cinnamomi Ramulus,; Paeoniae Radix Alba	0.00856	Scrophulariae Radix	0.00923