DEVELOPMENT... OpenML
Run
2690

Run 2690

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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
0.9809
Per class
Confusion matrix
F measure
0.9435
Per class
Kappa
0.8606
KB relative information score
930105.5061
Mean absolute error
0.0254
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9429
Per class
Predictive accuracy
0.9445
Prior entropy
2.585
Ram hours
0
Recall
0.9445
Per class
Relative absolute error
0.0914
Root mean prior squared error
0.3727
Root mean squared error
0.1219
Root relative squared error
0.3272
Run CPU time
16.6241