Run
159845

Run 159845

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 13-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9919
Per class
Confusion matrix
F measure
0.9497
Per class
Kappa
0.886
KB relative information score
859856.8539
Mean absolute error
0.075
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9498
Per class
Predictive accuracy
0.9496
Prior entropy
1
Recall
0.9496
Per class
Relative absolute error
0.1501
Root mean prior squared error
0.5
Root mean squared error
0.1867
Root relative squared error
0.3734