This directory aims to contain all the submissions done. Try to be as specific as possible in order to avoid ambiguity in the names of the files.

Naming conventions:

Each submission must contain the name of the model used, its parameters and their values as well as the score (at a 5 floating points precision) obtained in cross validation.

For example:

• randomForests_maxDepth_8_numEstimators_100_score_75328.csv : for a Random Forest used with max_depth=8 and num_estimators=100 and which led to a score of 0.75328xxx.
• logisticReg_penalty_l2_regParam_1e-4_score_74873.csv : for a Logistic Regression used with an L2 penalty and a regularization parameter of C=.0001. Led to a score of 0.74873xxx.

Naming the files like this will help us parse them and get the models and their parameters easily and rank the submissions when the directory will contain a lot of them.