DEVELOPMENT... OpenML
Run
3368

Run 3368

Task 2213 (Supervised Data Stream Classification) splice Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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.

20 Evaluation measures

Area under ROC curve
0.9948
Per class
Confusion matrix
F measure
0.651
Per class
Kappa
0.5211
KB relative information score
1965.8548
Mean absolute error
0.1865
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.8522
Per class
Predictive accuracy
0.6611
Prior entropy
1.585
Ram hours
0.0015
Recall
0.6611
Per class
Relative absolute error
0.4197
Root mean prior squared error
0.4714
Root mean squared error
0.3269
Root relative squared error
0.6935
Run CPU time
40.03