Run
2526

Run 2526

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.9558
Per class
Confusion matrix
F measure
0.7438
Per class
Kappa
0.7201
KB relative information score
744196.0633
Mean absolute error
0.0641
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7406
Per class
Predictive accuracy
0.7481
Prior entropy
3.3219
Ram hours
0.001
Recall
0.7481
Per class
Relative absolute error
0.3562
Root mean prior squared error
0.3
Root mean squared error
0.1887
Root relative squared error
0.629
Run CPU time
323.49