redame / LbEnhanced

Lower bound for DTW distance

LbEnhanced

This is the source code for LbEnhanced, a new lower bound for the DTW distance

Running the code:

Running from terminal

1. Classification Time and Pruning Power (Order training data with Euclidean Distance)

• java -Xmx14g -Xms14g -cp $LIBDIR: experiments.PruneAndTimeSortEuclidean $PROJECTDIR $DATASETDIR $PROBLEM $RUNS $WIN $TOESTIMATEORNOT $LOWERBOUND $ENHANCEDPARAM

2. Tightness of the lower bounds

• java -Xmx14g -Xms14g -cp $LIBDIR: experiments.Tightness $PROJECTDIR $DATASETDIR $PROBLEM $WIN $LOWERBOUND $ENHANCEDPARAM

Running from Bash Script

1. bash runPruneTimeSortEuclidean.sh
2. bash runPruneTimeRandomSampling.sh
3. bash runTightness.sh