Run
57419

Run 57419

Task 7277 (Supervised Data Stream Classification) BNG(solar-flare) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.991
Per class
Confusion matrix
F measure
0.9957
Per class
Kappa
0.5856
KB relative information score
992792.0293
Mean absolute error
0.004
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9955
Per class
Predictive accuracy
0.9962
Prior entropy
1.585
Recall
0.9962
Per class
Relative absolute error
0.0089
Root mean prior squared error
0.4714
Root mean squared error
0.0445
Root relative squared error
0.0944