Research Article

A Fast Framework for Abrupt Change Detection Based on Binary Search Trees and Kolmogorov Statistic

Table 2

The summary of simulations according to different variances in , , and .

ItemsMethods
BSTKSKSSSABSTKSKSSSABSTKSKSSSA

Time.018.035.227.116.029.3351.852.81.0606.9617.224.6
Hit rate.046.005.010.038.093.093.005.025.106.056.006.034
Accuracy.792.515.792.748.984.995.905.899.999.999.944.884
AUC.694.694.644.997.954.951.978.971.9831.00.9991.00

Time.018.034.223.113.031.3561.972.98.0617.0918.126.5
Hit rate.086.013.007.035.041.001.099.142.135.045.000.035
Accuracy.846.552.839.756.998.998.939.974.999.999.940.986
AUC.695.695.851.997.993.992.997.991.9921.00.9981.00

Time.018.035.229.115.031.3451.912.88.0657.6019.729.1
Hit rate.165.061.007.049.181.090.000.049.167.028.000.053
Accuracy.927.737.958.765.998.997.971.983.999.999.984.997
AUC.754.754.908.997.998.999.9961.00.9951.00.9991.00

Time.019.037.245.125.034.3822.083.28.0678.0820.531.4
Hit rate.225.086.002.037.189.0840.00.046.169.0350.00.045
Accuracy.942.818.952.773.997.996.986.983.999.999.991.998
AUC.857.938.655.9971.00.996.728.1001.00.999.4671.00