Run
1832876

Run 1832876

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 15-10-2016 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)_s32

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
0.9633
Per class
Confusion matrix
F measure
0.9457
Per class
Kappa
0.8285
KB relative information score
826702.6841
Mean absolute error
0.0967
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9515
Per class
Predictive accuracy
0.9485
Prior entropy
1
Recall
0.9485
Per class
Relative absolute error
0.1934
Root mean prior squared error
0.5
Root mean squared error
0.2086
Root relative squared error
0.4172