Research Article

A Machine Learning Model to Predict Citation Counts of Scientific Papers in Otology Field

Table 1

Some of the title -grams with positive weight.

FeatureWeight

Preprocessed TI.[ganglion]915.36
Preprocessed TI.[speak_language]188.11
Preprocessed TI.[chronic]180.89
Preprocessed TI.[ear]175.04
Preprocessed TI.[implantation]141.14
Preprocessed TI.[acoustic_stimulation]138.86
Preprocessed TI.[implication_cochlear]110.82
Preprocessed TI.[perception_cochlear]94.83
Preprocessed TI.[adult_use]86.15
Preprocessed TI.[affect]78.60
Preprocessed TI.[auditory_nerve]73.73
Preprocessed TI.[development]72.84
Preprocessed TI.[language_development]70.51
Preprocessed TI.[use_cochlear]66.22
Preprocessed TI.[deafness]55.75
Preprocessed TI.[skill]53.03
Preprocessed TI.[electrical]47.46
Preprocessed TI.[depth]45.88
Preprocessed TI.[speak]42.75