DEVELOPMENT... OpenML
Run
1460

Run 1460

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 23-04-2014 by Jason
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.8333
Per class
Confusion matrix
F measure
0.5873
Per class
Kappa
0.4631
KB relative information score
347478.9119
Mean absolute error
0.2506
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6025
Per class
Predictive accuracy
0.5929
Prior entropy
2.3219
Ram hours
0.0002
Recall
0.5929
Per class
Relative absolute error
0.7831
Root mean prior squared error
0.4
Root mean squared error
0.3413
Root relative squared error
0.8533
Run CPU time
126.38