DEVELOPMENT... OpenML
Run
2108

Run 2108

Task 193 (Supervised Data Stream Classification) pokerhand Uploaded 24-04-2014 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
0.8871
Per class
Confusion matrix
F measure
0.7538
Per class
Kappa
0.569
KB relative information score
645334.7372
Mean absolute error
0.0622
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7523
Per class
Predictive accuracy
0.7607
Prior entropy
3.3219
Ram hours
0
Recall
0.7607
Per class
Relative absolute error
0.3455
Root mean prior squared error
0.3
Root mean squared error
0.1826
Root relative squared error
0.6088
Run CPU time
21.69