DEVELOPMENT... OpenML
Run
4018

Run 4018

Task 2226 (Supervised Data Stream Classification) waveform-5000 Uploaded 30-04-2014 by Felicia West
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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
0.9521
Per class
Confusion matrix
F measure
0.7874
Per class
Kappa
0.699
KB relative information score
3607.3493
Mean absolute error
0.1376
Mean prior absolute error
0.4444
Number of instances
5000
Per class
Precision
0.8301
Per class
Predictive accuracy
0.799
Prior entropy
1.585
Recall
0.799
Per class
Relative absolute error
0.3096
Root mean prior squared error
0.4714
Root mean squared error
0.3349
Root relative squared error
0.7105
Run CPU time
1.88