DEVELOPMENT... OpenML
Run
414

Run 414

Task 6 (Supervised Classification) letter Uploaded 07-04-2014 by Jason
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Flow

weka.HoeffdingTree(1)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(1)_E1.0E-7
weka.HoeffdingTree(1)_G200.0
weka.HoeffdingTree(1)_H0.05
weka.HoeffdingTree(1)_L2
weka.HoeffdingTree(1)_M0.01
weka.HoeffdingTree(1)_N0.0
weka.HoeffdingTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9552
Per class
F measure
0.6392
Per class
Kappa
0.6277
KB relative information score
13773.7488
Mean absolute error
0.0318
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.6557
Per class
Predictive accuracy
0.6421
Prior entropy
4.6998
Recall
0.6421
Per class
Relative absolute error
0.4301
Root mean prior squared error
0.1923
Root mean squared error
0.1394
Root relative squared error
0.7248
SciMark benchmark
2025.0027