Run
1699

Run 1699

Task 129 (Supervised Data Stream Classification) BNG(mfeat-karhunen,nominal,1000000) Uploaded 23-04-2014 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
0.9396
Per class
Confusion matrix
F measure
0.6477
Per class
Kappa
0.611
KB relative information score
620060.2377
Mean absolute error
0.0936
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6486
Per class
Predictive accuracy
0.6499
Prior entropy
3.3219
Ram hours
0
Recall
0.6499
Per class
Relative absolute error
0.5198
Root mean prior squared error
0.3
Root mean squared error
0.2167
Root relative squared error
0.7224
Run CPU time
50.61