Run
2753

Run 2753

Task 2131 (Supervised Data Stream Classification) BNG(autos) Uploaded 28-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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
0.8807
Per class
Confusion matrix
F measure
0.6608
Per class
Kappa
0.564
KB relative information score
616370.0339
Mean absolute error
0.1192
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6583
Per class
Predictive accuracy
0.6647
Prior entropy
2.8074
Ram hours
0.0001
Recall
0.6647
Per class
Relative absolute error
0.4868
Root mean prior squared error
0.3499
Root mean squared error
0.2621
Root relative squared error
0.7489
Run CPU time
90.4