Run
3788

Run 3788

Task 2211 (Supervised Data Stream Classification) spambase 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
0.9548
Per class
Confusion matrix
F measure
0.9179
Per class
Kappa
0.8323
KB relative information score
3840.6764
Mean absolute error
0.0825
Mean prior absolute error
0.5
Number of instances
4601
Per class
Precision
0.9312
Per class
Predictive accuracy
0.917
Prior entropy
1
Ram hours
0
Recall
0.917
Per class
Relative absolute error
0.165
Root mean prior squared error
0.5
Root mean squared error
0.2858
Root relative squared error
0.5717
Run CPU time
0.1441