Run
1523

Run 1523

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.6609
Per class
Confusion matrix
F measure
0.5925
Per class
Kappa
0.1857
KB relative information score
195092.7675
Mean absolute error
0.4098
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7104
Per class
Predictive accuracy
0.663
Prior entropy
1
Ram hours
0
Recall
0.663
Per class
Relative absolute error
0.8196
Root mean prior squared error
0.5
Root mean squared error
0.4539
Root relative squared error
0.9079
Run CPU time
45.4