DEVELOPMENT... OpenML
Run
2506

Run 2506

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 25-04-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.8527
Per class
Confusion matrix
F measure
0.7914
Per class
Kappa
0.5723
KB relative information score
23692.8283
Mean absolute error
0.2459
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.7913
Per class
Predictive accuracy
0.792
Prior entropy
1
Ram hours
0
Recall
0.792
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.5
Root mean squared error
0.3999
Root relative squared error
0.7998
Run CPU time
0.6