DEVELOPMENT... OpenML
Run
4057

Run 4057

Task 2226 (Supervised Data Stream Classification) waveform-5000 Uploaded 30-04-2014 by Felicia West
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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
0.9513
Per class
Confusion matrix
F measure
0.789
Per class
Kappa
0.7017
KB relative information score
3619.4625
Mean absolute error
0.1361
Mean prior absolute error
0.4444
Number of instances
5000
Per class
Precision
0.8323
Per class
Predictive accuracy
0.8008
Prior entropy
1.585
Recall
0.8008
Per class
Relative absolute error
0.3063
Root mean prior squared error
0.4714
Root mean squared error
0.3373
Root relative squared error
0.7156
Run CPU time
0.4