Run
57633

Run 57633

Task 7280 (Supervised Data Stream Classification) BNG(eucalyptus) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.8249
Per class
Confusion matrix
F measure
0.5583
Per class
Kappa
0.44
KB relative information score
462659.4421
Mean absolute error
0.2032
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5563
Per class
Predictive accuracy
0.5654
Prior entropy
2.3219
Recall
0.5654
Per class
Relative absolute error
0.635
Root mean prior squared error
0.4
Root mean squared error
0.3473
Root relative squared error
0.8682