Run
5525

Run 5525

Task 2248 (Supervised Data Stream Classification) kropt Uploaded 02-05-2014 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
0.912
Per class
Confusion matrix
F measure
0.4716
Per class
Kappa
0.419
KB relative information score
16912.739
Mean absolute error
0.0634
Mean prior absolute error
0.1049
Number of instances
28056
Per class
Precision
0.498
Per class
Predictive accuracy
0.4762
Prior entropy
4.1699
Ram hours
0
Recall
0.4762
Per class
Relative absolute error
0.6041
Root mean prior squared error
0.2291
Root mean squared error
0.186
Root relative squared error
0.8121
Run CPU time
1.4929