Run
2624

Run 2624

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.8927
Per class
Confusion matrix
F measure
0.6804
Per class
Kappa
0.5823
KB relative information score
545895.3053
Mean absolute error
0.205
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6808
Per class
Predictive accuracy
0.6866
Prior entropy
2
Ram hours
0.0003
Recall
0.6866
Per class
Relative absolute error
0.5468
Root mean prior squared error
0.433
Root mean squared error
0.323
Root relative squared error
0.746
Run CPU time
127.19