Run
5358

Run 5358

Task 2248 (Supervised Data Stream Classification) kropt Uploaded 01-05-2014 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
0.9106
Per class
Confusion matrix
F measure
0.4645
Per class
Kappa
0.4119
KB relative information score
16814.478
Mean absolute error
0.0624
Mean prior absolute error
0.1049
Number of instances
28056
Per class
Precision
0.4917
Per class
Predictive accuracy
0.4696
Prior entropy
4.1699
Ram hours
0
Recall
0.4696
Per class
Relative absolute error
0.595
Root mean prior squared error
0.2291
Root mean squared error
0.187
Root relative squared error
0.8163
Run CPU time
0.5208