DEVELOPMENT... OpenML
Run
1931

Run 1931

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9397
Per class
Confusion matrix
F measure
0.6898
Per class
Kappa
0.6558
KB relative information score
645758.6635
Mean absolute error
0.0868
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6899
Per class
Predictive accuracy
0.6902
Prior entropy
3.3219
Ram hours
0
Recall
0.6902
Per class
Relative absolute error
0.4821
Root mean prior squared error
0.3
Root mean squared error
0.2121
Root relative squared error
0.7069
Run CPU time
35.26