DEVELOPMENT... OpenML
Run
2446

Run 2446

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 25-04-2014 by Jason
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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
0.9428
Per class
Confusion matrix
F measure
0.6926
Per class
Kappa
0.6584
KB relative information score
645264.886
Mean absolute error
0.0878
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6932
Per class
Predictive accuracy
0.6925
Prior entropy
3.3219
Ram hours
0.0004
Recall
0.6925
Per class
Relative absolute error
0.4878
Root mean prior squared error
0.3
Root mean squared error
0.2104
Root relative squared error
0.7013
Run CPU time
164.88