DEVELOPMENT... OpenML
Run
5405

Run 5405

Task 2169 (Supervised Data Stream Classification) anneal Uploaded 01-05-2014 by Jason
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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
0.7075
Per class
Confusion matrix
F measure
0.7613
Per class
Kappa
0.4249
KB relative information score
660.2504
Mean absolute error
0.0998
Mean prior absolute error
0.2778
Number of instances
898
Per class
Precision
0.7049
Per class
Predictive accuracy
0.8296
Prior entropy
2.585
Ram hours
0
Recall
0.8296
Per class
Relative absolute error
0.3592
Root mean prior squared error
0.3727
Root mean squared error
0.2195
Root relative squared error
0.5891
Run CPU time
0.0235