Run
3068

Run 3068

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 30-04-2014 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
0.9476
Per class
Confusion matrix
F measure
0.9136
Per class
Kappa
0.7329
KB relative information score
770181.8861
Mean absolute error
0.123
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.913
Per class
Predictive accuracy
0.9152
Prior entropy
1
Ram hours
0
Recall
0.9152
Per class
Relative absolute error
0.246
Root mean prior squared error
0.5
Root mean squared error
0.2555
Root relative squared error
0.5111
Run CPU time
12.9928