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predictTREC.sh
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#!/bin/bash
# runs all predictions for W3C Experts data and saves results into respective folders
# exit when any command fails
set -e
# keep track of the last executed command
trap 'last_command=$current_command; current_command=$BASH_COMMAND' DEBUG
# echo an error message before exiting
trap 'echo "\"${last_command}\" command filed with exit code $?."' EXIT
GIT_ROOT="$(git rev-parse --show-toplevel)"
PATH_TO_EXECUTABLE_DELTR=$GIT_ROOT/deltr-src
PATH_TO_EXECUTABLE_LISTNET=$GIT_ROOT/listnet-src
PATH_TO_TREC_DATASETS=$GIT_ROOT/data/TREC
RESULT_DIR=$GIT_ROOT/results/TREC
TRAINING_SCORES_FILENAME=trainingScores_ORIG.pred
PREDICTIONS_FILENAME=predictions.pred
RERANKED_PREDICTIONS_FILENAME=predictions_ORIG.pred
echo ""
echo "################################# PREDICTING TREC #############################################"
FOLD=fold_1
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/
FOLD=fold_2
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/
FOLD=fold_3
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/
FOLD=fold_4
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/
FOLD=fold_5
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/
FOLD=fold_6
echo "$FOLD predictions..."
cd $PATH_TO_EXECUTABLE_LISTNET
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/COLORBLIND/model.m $RESULT_DIR/$FOLD/COLORBLIND/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED/model.m $RESULT_DIR/$FOLD/PREPROCESSED/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PPlus/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/model.m $RESULT_DIR/$FOLD/PREPROCESSED_PMinus/
cd $PATH_TO_EXECUTABLE_DELTR
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=0/model.m $RESULT_DIR/$FOLD/GAMMA\=0/
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Star/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Plus/$RERANKED_PREDICTIONS_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$TRAINING_SCORES_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$TRAINING_SCORES_FILENAME
cp $RESULT_DIR/$FOLD/GAMMA\=0/$PREDICTIONS_FILENAME $RESULT_DIR/$FOLD/FA-IR/P-Minus/$RERANKED_PREDICTIONS_FILENAME
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=SMALL/model.m $RESULT_DIR/$FOLD/GAMMA\=SMALL/
./predict.m $PATH_TO_TREC_DATASETS/$FOLD/features_withListNetFormat_withGender_withZscore_candidateAmount-200_test.csv $RESULT_DIR/$FOLD/GAMMA\=LARGE/model.m $RESULT_DIR/$FOLD/GAMMA\=LARGE/