Run
2253

Run 2253

Task 161 (Supervised Data Stream Classification) BNG(colic.ORIG,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
0.8246
Per class
Confusion matrix
F measure
0.7617
Per class
Kappa
0.4554
KB relative information score
423620.8156
Mean absolute error
0.3013
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7636
Per class
Predictive accuracy
0.7702
Prior entropy
1
Ram hours
0.6163
Recall
0.7702
Per class
Relative absolute error
0.6025
Root mean prior squared error
0.5
Root mean squared error
0.3976
Root relative squared error
0.7951
Run CPU time
1951.68