Run
178735

Run 178735

Task 7375 (Supervised Data Stream Classification) BNG(autos,1000,5) Uploaded 23-02-2015 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
0.7056
Per class
Confusion matrix
F measure
0.415
Per class
Kappa
0.2414
KB relative information score
366428.9542
Mean absolute error
0.1854
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.412
Per class
Predictive accuracy
0.4297
Prior entropy
2.8074
Recall
0.4297
Per class
Relative absolute error
0.757
Root mean prior squared error
0.3499
Root mean squared error
0.3228
Root relative squared error
0.9224