Run
57664

Run 57664

Task 7278 (Supervised Data Stream Classification) BNG(spect_test) Uploaded 13-11-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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
0.8749
Per class
Confusion matrix
F measure
0.903
Per class
Kappa
0.2636
KB relative information score
786231.8616
Mean absolute error
0.1145
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9075
Per class
Predictive accuracy
0.9234
Prior entropy
1
Recall
0.9234
Per class
Relative absolute error
0.2291
Root mean prior squared error
0.5
Root mean squared error
0.2415
Root relative squared error
0.4831