Run
57685

Run 57685

Task 7280 (Supervised Data Stream Classification) BNG(eucalyptus) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.7712
Per class
Confusion matrix
F measure
0.4608
Per class
Kappa
0.3214
KB relative information score
320275.9797
Mean absolute error
0.2498
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.4702
Per class
Predictive accuracy
0.4817
Prior entropy
2.3219
Recall
0.4817
Per class
Relative absolute error
0.7805
Root mean prior squared error
0.4
Root mean squared error
0.3581
Root relative squared error
0.8951