DEVELOPMENT... OpenML
Run
178323

Run 178323

Task 7342 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,5) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9027
Per class
Confusion matrix
F measure
0.8524
Per class
Kappa
0.6263
KB relative information score
814816.4077
Mean absolute error
0.0671
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8514
Per class
Predictive accuracy
0.8552
Prior entropy
2.585
Recall
0.8552
Per class
Relative absolute error
0.2417
Root mean prior squared error
0.3727
Root mean squared error
0.197
Root relative squared error
0.5286