Published March 21, 2024 | Version V1
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Replication Package For EA-Z

Authors/Creators

  • 1. ROR icon Xi'an Jiaotong University

Description

Replication Package For EA-Z V1

[1] To replica experiment, requires:
R-4.3
R package: ebmc, pROC, fBasics, tictoc, caret, e1071, RWeka, randomForest, C50.
File: 
utils2.R,                   // for performance indicators and tool function
utils_ml.R,               // for learning algorithms
exp_init_v7b5.csv    // exp-setup, cross-project setting file
and input/[datasets]    // datasets write in setting file

To run:
Rscript exeMain_v7b5.r

Note that each line of cross-project setting can be run in parallel (separate with multiple setup files!).
Experiment on Dataset "mozilla" is rather slow since it is the largest dataset.

[2] Analysis:

MergedData_v7b5_Jan2024.csv        // data file
Step-after-v7b5_effectsize.r            // Analysis code
Step_before_v7b5.r                     // Merge files from output data file.

 

Files

EASE2024_Replication_packageV1.zip

Files (17.7 MB)

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