DEVELOPMENT... OpenML
Run
1491

Run 1491

Task 124 (Supervised Data Stream Classification) BNG(letter,nominal,1000000) Uploaded 23-04-2014 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
0.9249
Per class
Confusion matrix
F measure
0.5039
Per class
Kappa
0.4899
KB relative information score
559147.6026
Mean absolute error
0.0457
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5121
Per class
Predictive accuracy
0.5095
Prior entropy
4.7004
Ram hours
0
Recall
0.5095
Per class
Relative absolute error
0.6172
Root mean prior squared error
0.1923
Root mean squared error
0.1551
Root relative squared error
0.8067
Run CPU time
92.12