%%-----artificial datasets generated using in the paper.

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar  moa.DoTask "WriteStreamToARFFFile -s (generators.HyperplaneGenerator -i 3 -a 50 -k 50 -t 0.1 -n 10) -f HyperplaneFast.arff -m 1000000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar  moa.DoTask "WriteStreamToARFFFile -s (generators.HyperplaneGenerator -i 3 -a 50 -k 50 -t 0.001 -n 10) -f HyperplaneSlow.arff -m 1000000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar  moa.DoTask "WriteStreamToARFFFile -s (generators.RandomRBFGeneratorDrift -s 0.001 -k 500 -r 41 -i 11 -c 10 -a 100 -n 500) -f RBFSlow.arff -m 100000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar  moa.DoTask "WriteStreamToARFFFile -s (generators.RandomRBFGeneratorDrift -s 0.01 -k 500 -r 41 -i 11 -c 10 -a 100 -n 500) -f RBFFast.arff -m 100000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 0) -d 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 3 -i 2 -n 20) -d 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 5 -i 3 -n 15) -d 
(generators.LEDGeneratorDrift -d 3 -i 4) 
-a 90.0 -p 100000 -w 0) 
-a 90.0 -p 100000 -w 0 -r 2) 
-a 90.0 -p 100000 -w 0 -r 3) -f E:\concept-drift-data\revision\drift_data\LED_sudden.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 0) -d 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 3 -i 2 -n 20) -d 
(ConceptDriftStream -s (generators.LEDGeneratorDrift -d 5 -i 3 -n 15) -d 
(generators.LEDGeneratorDrift -d 3 -i 4) 
-p 100000 -w 40000) 
-p 100000 -w 40000 -r 2) 
-p 100000 -w 40000 -r 3) -f E:\concept-drift-data\revision\drift_data\LED_gradual1.arff -m 400000"


java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s generators.SEAGenerator -d 
(ConceptDriftStream -s (generators.SEAGenerator -f 2 -i 4 -n 20) -d 
(ConceptDriftStream -s (generators.SEAGenerator -f 3 -i 8 -n 15) -d 
(generators.SEAGenerator -f 4 -i 12) 
-p 100000 -w 40000) 
-p 100000 -w 40000 -r 2) 
-p 100000 -w 40000 -r 3) -f E:\concept-drift-data\revision\drift_data\SEA_gradual.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s generators.SEAGenerator -d 
(ConceptDriftStream -s (generators.SEAGenerator -f 2 -i 4 -n 20) -d 
(ConceptDriftStream -s (generators.SEAGenerator -f 3 -i 8 -n 15) -d 
(generators.SEAGenerator -f 4 -i 12) 
-a 90.0 -p 100000 -w 0) 
-a 90.0 -p 100000 -w 0 -r 2) 
-a 90.0 -p 100000 -w 0 -r 3) -f E:\concept-drift-data\revision\drift_data\SEA_sudden.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 10 -i 11 -c 10 -o 0 -u 30) -d 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 7 -i 8 -c 10 -o 0 -u 30) -d 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 2 -i 3 -c 10 -o 0 -u 30) -d 
(generators.RandomTreeGenerator -r 4 -i 5 -c 10 -o 0 -u 30)
-a 90.0 -p 100000 -w 0) 
-a 90.0 -p 100000 -w 0 -r 2) 
-a 90.0 -p 100000 -w 0 -r 3) -f E:\concept-drift-data\revision\drift_data\tree_sudden.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 10 -i 11 -c 10 -o 0 -u 30) -d 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 7 -i 8 -c 10 -o 0 -u 30) -d 
(ConceptDriftStream -s (generators.RandomTreeGenerator -r 2 -i 3 -c 10 -o 0 -u 30) -d 
(generators.RandomTreeGenerator -r 4 -i 5 -c 10 -o 0 -u 30)
 -p 100000 -w 40000) 
 -p 100000 -w 40000 -r 2) 
 -p 100000 -w 40000 -r 3) -f E:\concept-drift-data\revision\drift_data\tree_gradual.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 20 -i 2 -n) -d 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 19 -i 4 -n) -d 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 20 -i 6 -n) -d 
(generators.WaveformGeneratorDrift -d 16 -i 8 -n) 
-p 100000 -w 40000) 
-p 100000 -w 40000 -r 2) 
-p 100000 -w 40000 -r 3) -f E:\concept-drift-data\revision\drift_data\waveform_gradual.arff -m 400000"

java -Xmx25000m -cp moa.jar -javaagent:sizeofag.jar moa.DoTask "WriteStreamToARFFFile -s 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 20 -i 2 -n) -d 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 19 -i 4 -n) -d 
(ConceptDriftStream -s (generators.WaveformGeneratorDrift -d 20 -i 6 -n) -d 
(generators.WaveformGeneratorDrift -d 16 -i 8 -n)
 -a 90.0 -p 100000 -w 0)
 -a 90.0 -p 100000 -w 0 -r 2) 
 -a 90.0 -p 100000 -w 0 -r 3) -f E:\concept-drift-data\revision\drift_data\waveform_sudden.arff -m 400000"