Run
177284

Run 177284

Task 7344 (Supervised Data Stream Classification) BNG(anneal.ORIG,10000,1) 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
0.9518
Per class
Confusion matrix
F measure
0.9025
Per class
Kappa
0.7569
KB relative information score
879726.0598
Mean absolute error
0.0436
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9021
Per class
Predictive accuracy
0.903
Prior entropy
2.585
Recall
0.903
Per class
Relative absolute error
0.1571
Root mean prior squared error
0.3727
Root mean squared error
0.1609
Root relative squared error
0.4317