Run
1668

Run 1668

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,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
0.922
Per class
Confusion matrix
F measure
0.5855
Per class
Kappa
0.5425
KB relative information score
573034.6986
Mean absolute error
0.104
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.5846
Per class
Predictive accuracy
0.5883
Prior entropy
3.3219
Ram hours
0
Recall
0.5883
Per class
Relative absolute error
0.5779
Root mean prior squared error
0.3
Root mean squared error
0.229
Root relative squared error
0.7634
Run CPU time
39.42