Run
5269

Run 5269

Task 2189 (Supervised Data Stream Classification) car 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
0.9682
Per class
Confusion matrix
F measure
0.8003
Per class
Kappa
0.5695
KB relative information score
1343.2113
Mean absolute error
0.1002
Mean prior absolute error
0.375
Number of instances
1728
Per class
Precision
0.8152
Per class
Predictive accuracy
0.8275
Prior entropy
2
Ram hours
0
Recall
0.8275
Per class
Relative absolute error
0.2672
Root mean prior squared error
0.433
Root mean squared error
0.2389
Root relative squared error
0.5517
Run CPU time
0.0727