Run
1704

Run 1704

Task 126 (Supervised Data Stream Classification) BNG(lymph,nominal,1000000) Uploaded 23-04-2014 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
0.9731
Per class
Confusion matrix
F measure
0.9081
Per class
Kappa
0.8283
KB relative information score
857303.5234
Mean absolute error
0.0697
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9082
Per class
Predictive accuracy
0.9085
Prior entropy
2
Ram hours
0.0002
Recall
0.9085
Per class
Relative absolute error
0.1859
Root mean prior squared error
0.433
Root mean squared error
0.184
Root relative squared error
0.425
Run CPU time
93.21