Run
177545

Run 177545

Task 7378 (Supervised Data Stream Classification) BNG(autos,5000,5) 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
0.8451
Per class
Confusion matrix
F measure
0.6054
Per class
Kappa
0.4935
KB relative information score
554498.7999
Mean absolute error
0.136
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6014
Per class
Predictive accuracy
0.612
Prior entropy
2.8074
Recall
0.612
Per class
Relative absolute error
0.5555
Root mean prior squared error
0.3499
Root mean squared error
0.2799
Root relative squared error
0.7998