Run
525161

Run 525161

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 19-02-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.OzaBag_HoeffdingTree(5)Moa implementation of OzaBag
moa.OzaBag_HoeffdingTree(5)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(5)_s64
moa.OzaBag_HoeffdingTree(5)_r1
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0

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
0.9887
Per class
Confusion matrix
F measure
0.9477
Per class
Kappa
0.871
KB relative information score
934008.3421
Mean absolute error
0.0252
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9472
Per class
Predictive accuracy
0.9489
Prior entropy
2.585
Recall
0.9489
Per class
Relative absolute error
0.0909
Root mean prior squared error
0.3727
Root mean squared error
0.1121
Root relative squared error
0.3009