Run
57629

Run 57629

Task 7278 (Supervised Data Stream Classification) BNG(spect_test) 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
0.8771
Per class
Confusion matrix
F measure
0.9028
Per class
Kappa
0.2614
KB relative information score
785932.2833
Mean absolute error
0.1147
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.908
Per class
Predictive accuracy
0.9236
Prior entropy
1
Recall
0.9236
Per class
Relative absolute error
0.2295
Root mean prior squared error
0.5
Root mean squared error
0.2414
Root relative squared error
0.4828