Run
529812

Run 529812

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 04-03-2016 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
0.7825
Per class
Confusion matrix
F measure
0.7036
Per class
Kappa
0.3083
KB relative information score
359445.825
Mean absolute error
0.3291
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7388
Per class
Predictive accuracy
0.7393
Prior entropy
1
Recall
0.7393
Per class
Relative absolute error
0.6582
Root mean prior squared error
0.5
Root mean squared error
0.4102
Root relative squared error
0.8203