Run
5289

Run 5289

Task 2198 (Supervised Data Stream Classification) page-blocks Uploaded 01-05-2014 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
0.7462
Per class
Confusion matrix
F measure
0.8715
Per class
Kappa
0.2252
KB relative information score
4635.5841
Mean absolute error
0.0641
Mean prior absolute error
0.32
Number of instances
5473
Per class
Precision
0.8712
Per class
Predictive accuracy
0.8975
Prior entropy
2.3219
Ram hours
0
Recall
0.8975
Per class
Relative absolute error
0.2002
Root mean prior squared error
0.4
Root mean squared error
0.1876
Root relative squared error
0.469
Run CPU time
0.0718