Run
1831033

Run 1831033

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(2)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(2)_m33554432
moa.HoeffdingAdaptiveTree(2)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_e1000000
moa.HoeffdingAdaptiveTree(2)_g200
moa.HoeffdingAdaptiveTree(2)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(2)_c1.0E-7
moa.HoeffdingAdaptiveTree(2)_t0.05
moa.HoeffdingAdaptiveTree(2)_bfalse
moa.HoeffdingAdaptiveTree(2)_zfalse
moa.HoeffdingAdaptiveTree(2)_rfalse
moa.HoeffdingAdaptiveTree(2)_pfalse
moa.HoeffdingAdaptiveTree(2)_lNBAdaptive
moa.HoeffdingAdaptiveTree(2)_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
0.9784
Per class
Confusion matrix
F measure
0.8307
Per class
Kappa
0.8119
KB relative information score
841727.9734
Mean absolute error
0.0386
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8311
Per class
Predictive accuracy
0.8307
Prior entropy
3.3219
Recall
0.8307
Per class
Relative absolute error
0.2143
Root mean prior squared error
0.3
Root mean squared error
0.158
Root relative squared error
0.5266