Run
1832560

Run 1832560

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 12-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s128

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
0.9872
Per class
Confusion matrix
F measure
0.9527
Per class
Kappa
0.9053
KB relative information score
863134.5369
Mean absolute error
0.0746
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9535
Per class
Predictive accuracy
0.9527
Prior entropy
1
Recall
0.9527
Per class
Relative absolute error
0.1493
Root mean prior squared error
0.5
Root mean squared error
0.1938
Root relative squared error
0.3877