Run
529574

Run 529574

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.RandomHoeffdingTree(2)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(2)_m33554432
moa.RandomHoeffdingTree(2)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(2)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(2)_e1000000
moa.RandomHoeffdingTree(2)_g200
moa.RandomHoeffdingTree(2)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(2)_c1.0E-7
moa.RandomHoeffdingTree(2)_t0.05
moa.RandomHoeffdingTree(2)_bfalse
moa.RandomHoeffdingTree(2)_zfalse
moa.RandomHoeffdingTree(2)_pfalse
moa.RandomHoeffdingTree(2)_lNBAdaptive
moa.RandomHoeffdingTree(2)_q0
moa.RandomHoeffdingTree(2)_r1

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
0.6339
Per class
Confusion matrix
F measure
0.4582
Per class
Kappa
0.1713
KB relative information score
8390.0407
Mean absolute error
0.4045
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.4584
Per class
Predictive accuracy
0.4675
Prior entropy
1.585
Recall
0.4675
Per class
Relative absolute error
0.9102
Root mean prior squared error
0.4714
Root mean squared error
0.4517
Root relative squared error
0.9583