KAGGLE-WISE2014

Kaggle Greek Media Monitoring Multilabel Classification (WISE 2014)

Installation

install.packages("SparseM")
install.packages("caret")
install.packages("e1071")
install.packages("doParallel")
install.packages("foreach")

Download Training and Test data

Folder structure
KAGGLE-WISE2014
  model_combine.R
  writeAnswer.R - Create a submission file
  score.r - Calculate F1 score
  processLabelBySVM_linear.R
  processLabelBySVM_radial.R
  wise2014_svm_V01.R
  wise2014_svm_V02.R
  wise2014_svm_V03.R
  wise2014_svm_V04.R
KAGGLE-WISE2014\Data
  wise2014-test.libsvm.txt
  wise2014-train.libsvm.txt
KAGGLE-WISE2014\Answer
  sampleSubmission.csv
KAGGLE-WISE2014\Model

How to run

Set any parameters at the top of the program.

Main program is
wise2014_svm_02.R - SVM Linear
wise2014_svm_03.R - SVM Linear Parallel
wise2014_svm_04.R - SVM Radial Parallel
model_combine.R - Exploratory Analysis on a single label. investigate combining(stacking) SVM Linear and SVM Radial