Run
1978

Run 1978

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9975
Per class
Confusion matrix
F measure
0.9706
Per class
Kappa
0.9633
KB relative information score
961045.6638
Mean absolute error
0.0147
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9707
Per class
Predictive accuracy
0.9707
Prior entropy
2.585
Ram hours
0
Recall
0.9707
Per class
Relative absolute error
0.053
Root mean prior squared error
0.3727
Root mean squared error
0.0897
Root relative squared error
0.2408
Run CPU time
35.87