Run
5444

Run 5444

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 01-05-2014 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
0.9625
Per class
Confusion matrix
F measure
0.8724
Per class
Kappa
0.8092
KB relative information score
789123.6487
Mean absolute error
0.1108
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8727
Per class
Predictive accuracy
0.8728
Prior entropy
1.585
Ram hours
0.0001
Recall
0.8728
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.4714
Root mean squared error
0.2554
Root relative squared error
0.5417
Run CPU time
97.8368