Run
1792

Run 1792

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 23-04-2014 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
0.8781
Per class
Confusion matrix
F measure
0.847
Per class
Kappa
0.6745
KB relative information score
580747.7177
Mean absolute error
0.2267
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8483
Per class
Predictive accuracy
0.8488
Prior entropy
1
Ram hours
0
Recall
0.8488
Per class
Relative absolute error
0.4533
Root mean prior squared error
0.5
Root mean squared error
0.3437
Root relative squared error
0.6874
Run CPU time
9.62