Run
178732

Run 178732

Task 7339 (Supervised Data Stream Classification) BNG(anneal.ORIG,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
0.8376
Per class
Confusion matrix
F measure
0.7982
Per class
Kappa
0.4792
KB relative information score
751101.8303
Mean absolute error
0.0893
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7925
Per class
Predictive accuracy
0.8109
Prior entropy
2.585
Recall
0.8109
Per class
Relative absolute error
0.3216
Root mean prior squared error
0.3727
Root mean squared error
0.224
Root relative squared error
0.6009