DEVELOPMENT... OpenML
Run
2667

Run 2667

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.9253
Per class
Confusion matrix
F measure
0.8543
Per class
Kappa
0.6324
KB relative information score
836380.9249
Mean absolute error
0.0617
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8535
Per class
Predictive accuracy
0.8583
Prior entropy
2.585
Ram hours
0
Recall
0.8583
Per class
Relative absolute error
0.2222
Root mean prior squared error
0.3727
Root mean squared error
0.1853
Root relative squared error
0.4972
Run CPU time
18.4279