Run
2406

Run 2406

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.9237
Per class
Confusion matrix
F measure
0.8541
Per class
Kappa
0.7053
KB relative information score
606546.8397
Mean absolute error
0.2088
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8547
Per class
Predictive accuracy
0.8539
Prior entropy
1
Ram hours
0
Recall
0.8539
Per class
Relative absolute error
0.4176
Root mean prior squared error
0.5
Root mean squared error
0.3267
Root relative squared error
0.6535
Run CPU time
11.12