Run
2061

Run 2061

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 24-04-2014 by Jan van Rijn
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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
0.6573
Per class
Confusion matrix
F measure
0.3238
Per class
Kappa
0.1427
KB relative information score
159473.2823
Mean absolute error
0.2978
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.4146
Per class
Predictive accuracy
0.3736
Prior entropy
2.3219
Ram hours
0.0001
Recall
0.3736
Per class
Relative absolute error
0.9308
Root mean prior squared error
0.4
Root mean squared error
0.3842
Root relative squared error
0.9606
Run CPU time
147.41