Run
1632

Run 1632

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 23-04-2014 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
0.9484
Per class
Confusion matrix
F measure
0.7827
Per class
Kappa
0.7192
KB relative information score
752259.765
Mean absolute error
0.0784
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.7831
Per class
Predictive accuracy
0.7826
Prior entropy
2.8074
Ram hours
0
Recall
0.7826
Per class
Relative absolute error
0.3202
Root mean prior squared error
0.3499
Root mean squared error
0.2133
Root relative squared error
0.6095
Run CPU time
57.98