An improved machine-learning based prediction tool for identifying RNA m7G modifications
m7Gpredictor was implemented in python 2.7
#This script generates m7Gpredictor model file.
Usage:trainm7Gpredictor.py data_train.txt postrain.txt negtrain.txt
The m7Gpredictor trained with the Support Vector Machine classifier.
#This script evaluates the model performance on the indepedent testing dataset.
Usage:testm7Gpredictor.py data_test.txt postrain.txt negtest.txt data_train.txt postrain.txt negtrain.txt
The m7Gpredictor trained with the Support Vector Machine classifier.
Evaluate the performance of m7Gpredictor on the indepedent testing dataset.
#This script generates iRNAm7G model file.
Usage:trainiRNAm7G.py data_train.txt postrain.txt negtrain.txt
The iRNAm7G trained with the Support Vector Machine classifier.
#This script evaluates the model performance on the indepedent testing dataset.
Usage:testiRNAm7G.py data_test.txt postest.txt negtest.txt data_train.txt postrain.txt negtrain.txt
The iRNAm7G trained with the Support Vector Machine classifier.
Evaluate the performance of iRNAm7G on the indepedent testing dataset.