Run
3264

Run 3264

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.8594
Per class
Confusion matrix
F measure
0.6483
Per class
Kappa
0.5473
KB relative information score
534412.3039
Mean absolute error
0.2105
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.646
Per class
Predictive accuracy
0.6604
Prior entropy
2
Ram hours
0
Recall
0.6604
Per class
Relative absolute error
0.5614
Root mean prior squared error
0.433
Root mean squared error
0.3422
Root relative squared error
0.7902
Run CPU time
24.51