Run
2930

Run 2930

Task 2150 (Supervised Data Stream Classification) BNG(mfeat-zernike) Uploaded 29-04-2014 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
0.9435
Per class
Confusion matrix
F measure
0.692
Per class
Kappa
0.6604
KB relative information score
707831.9279
Mean absolute error
0.0661
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6905
Per class
Predictive accuracy
0.6943
Prior entropy
3.3219
Ram hours
0
Recall
0.6943
Per class
Relative absolute error
0.367
Root mean prior squared error
0.3
Root mean squared error
0.2162
Root relative squared error
0.7205
Run CPU time
113.3746