Run
4140

Run 4140

Task 2211 (Supervised Data Stream Classification) spambase Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.997
Per class
Confusion matrix
F measure
0.9305
Per class
Kappa
0.8574
KB relative information score
3988.3242
Mean absolute error
0.0659
Mean prior absolute error
0.5
Number of instances
4601
Per class
Precision
0.9402
Per class
Predictive accuracy
0.9298
Prior entropy
1
Ram hours
0
Recall
0.9298
Per class
Relative absolute error
0.1318
Root mean prior squared error
0.5
Root mean squared error
0.2298
Root relative squared error
0.4596
Run CPU time
0.0626