Run
2387

Run 2387

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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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
0.9498
Per class
Confusion matrix
F measure
0.8342
Per class
Kappa
0.7525
KB relative information score
714666.7563
Mean absolute error
0.151
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8347
Per class
Predictive accuracy
0.835
Prior entropy
1.585
Ram hours
0
Recall
0.835
Per class
Relative absolute error
0.3397
Root mean prior squared error
0.4714
Root mean squared error
0.2841
Root relative squared error
0.6026
Run CPU time
35.19