Run
1944

Run 1944

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) 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
0.9536
Per class
Confusion matrix
F measure
0.8978
Per class
Kappa
0.7798
KB relative information score
715766.1161
Mean absolute error
0.1535
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8978
Per class
Predictive accuracy
0.8983
Prior entropy
1
Ram hours
0.0008
Recall
0.8983
Per class
Relative absolute error
0.3069
Root mean prior squared error
0.5
Root mean squared error
0.2761
Root relative squared error
0.5522
Run CPU time
121.31