Run
5302

Run 5302

Task 2190 (Supervised Data Stream Classification) mfeat-zernike Uploaded 01-05-2014 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
0.9206
Per class
Confusion matrix
F measure
0.4107
Per class
Kappa
0.4083
KB relative information score
1019.9993
Mean absolute error
0.1056
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.5226
Per class
Predictive accuracy
0.4675
Prior entropy
3.3219
Ram hours
0
Recall
0.4675
Per class
Relative absolute error
0.5867
Root mean prior squared error
0.3
Root mean squared error
0.2631
Root relative squared error
0.8771
Run CPU time
0.0913