Run
1986

Run 1986

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,nominal,1000000) Uploaded 24-04-2014 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
0.819
Per class
Confusion matrix
F measure
0.5888
Per class
Kappa
0.4609
KB relative information score
547713.8528
Mean absolute error
0.1481
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.581
Per class
Predictive accuracy
0.61
Prior entropy
2.585
Ram hours
0
Recall
0.61
Per class
Relative absolute error
0.5333
Root mean prior squared error
0.3727
Root mean squared error
0.3099
Root relative squared error
0.8317
Run CPU time
65.72