Run
3867

Run 3867

Task 2248 (Supervised Data Stream Classification) kropt 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
0.8972
Per class
Confusion matrix
F measure
0.4152
Per class
Kappa
0.3565
KB relative information score
15476.4401
Mean absolute error
0.0648
Mean prior absolute error
0.1049
Number of instances
28056
Per class
Precision
0.4597
Per class
Predictive accuracy
0.4198
Prior entropy
4.1699
Ram hours
0
Recall
0.4198
Per class
Relative absolute error
0.6175
Root mean prior squared error
0.2291
Root mean squared error
0.1941
Root relative squared error
0.8475
Run CPU time
0.3194