Run
178823

Run 178823

Task 7357 (Supervised Data Stream Classification) BNG(letter,1000,5) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8528
Per class
Confusion matrix
F measure
0.3604
Per class
Kappa
0.3369
KB relative information score
376443.0264
Mean absolute error
0.06
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3611
Per class
Predictive accuracy
0.3625
Prior entropy
4.7004
Recall
0.3625
Per class
Relative absolute error
0.8113
Root mean prior squared error
0.1923
Root mean squared error
0.1735
Root relative squared error
0.902