Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In every text, words have various frequencies and keywords have strong relationship with the subjects of their texts. Word frequencies change due to time-series variation over given periods of time. An early method estimated stability classes that indicate word popularity due to time-series variation based on frequency changes in text data over given periods using a decision tree. The estimation precision of the decision tree decreases when there is scattering of data number among classes.  suggests a new way to use a Random Sampling Method and proposes a new Data Copying Method to improve the estimation precision of decision tree. By using this new Data Copying Method, F-measures have improved: Increasing Class 9%; Relatively Constant Class 9%; Decreasing Class 18%.
['El-Sayed Atlam', 'Elmarhomy Ghada', 'Masao Fuketa', 'Kazuhiro Morita', 'Jun-ichi Aoe']
I am writing a research paper on a idea An improvement approach for word tendency using decision tree
[{"from": "human", "value": "I am writing a research paper on a idea An improvement approach for word tendency using decision tree"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In every text, words have various frequencies and keywords have strong relationship with the subjects of their texts. Word frequencies change due to time-series variation over given periods of time. An early method estimated stability classes that indicate word popularity due to time-series variation based on frequency changes in text data over given periods using a decision tree. The estimation precision of the decision tree decreases when there is scattering of data number among classes.  suggests a new way to use a Random Sampling Method and proposes a new Data Copying Method to improve the estimation precision of decision tree. By using this new Data Copying Method, F-measures have improved: Increasing Class 9%; Relatively Constant Class 9%; Decreasing Class 18%."}]