Kaggle Data Science Bowl 2017 - Lung Cancer Detection Challenge
For more details, please refer to our solution document.
Source Code (Please contact me for the codes)
You can run DP_init generate the type of each attribute (i.e. binary or continuous).
For those with type "binary", the attributes in synthetic data base contains only two numbers, -1 or 1.
The you can run DP_LP to generate synthetic data base.
The config file should contain some parameters of this program (see config.txt). "config.txt" is our default parameters.
The program will generate the synthetic data base in the file given in config file.
Format of input database : each line contain one tip of information separated by comma.(see WDBC_Scaled.csv)
The meaning of each parameter:
Input: r,c //number of rows and columns of the image
Arguments of the main program
Input file name
Train a (multi-class) voting classifier using DBoost based on dissimilarity descriptions.
Input: dissimilarity matrix, encoded labels of the examples
Format: n // number of examples
Multiclass prediction using DBoost for similarity based representations
Input: dissimilarity matrix, labels of the test examples
To run the Executable files powered by C#, you need to install Windows .NetFramework 3.5 in Windows XP/2000.
You may download it from http://down.tech.sina.com.cn/content/35600.html.
If you have any problem with these Executable files please send E-mail to us.