Prescription Function Prediction Using Topic Model and Multilabel Classifiers

Table 7

Topics discovered by Labeled LDA model.

Cleaning heat	Probability	Relieving uneasiness of mind	Probability
Unprocessed Rehmanniae Radix	0.03172	Polygalae Radix	0.04112
Glycyrrhizae Radix	0.02984		0.03945
Szechwan Lovage Rhizome	0.02773	Ginseng Radix	0.03712
Ophiopogonis Radix	0.02678	Salviae Miltiorrhizae Radix	0.03226
Scutellariae Radix	0.02421	Rhei Radix	0.03226
Moutan Cortex	0.01933	Jujubae Fructus	0.02110
Anemarrhenae Rhizoma	0.01933	Angelicae Sinensis Radix	0.02110
Atractylodis Macrocephalae Rhizoma	0.01847	Fresh Rehmanniae Radix	0.02110
Rehmanniae Radix	0.01847	Poria	0.01958
Paeoniae Radix Alba	0.01847	Scrophulariae Radix	0.01646
Ginseng Radix	0.01811	Coptidis Rhizoma	0.01617
Coptidis Rhizoma	0.01652	Zingiberis Rhizoma	0.01617
Forsythiae Fructus	0.01584	Kansui Radix	0.01617
Cinnamomi Ramulus	0.01437	Fossil Fragments	0.01025
Phellodendri Chinensis Cortex	0.01437	Acori Tatarinowii Rhizoma	0.00943
Saposhnikoviae Radix	0.01394	Aconiti Lateralis Radix Praeparata	0.00943
Mume Fructus	0.01394	Pinelliae Rhizoma	0.00943
Poria	0.01386	Dried Rehmanniae Radix	0.00872
Chinese Herbaceous Peony	0.00945	Lycii Fructus	0.00845
Ostreae Concha	0.00835		0.00845