Run
1831835

Run 1831835

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
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

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
0.8781
Per class
Confusion matrix
F measure
0.847
Per class
Kappa
0.6745
KB relative information score
580740.5258
Mean absolute error
0.2267
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8483
Per class
Predictive accuracy
0.8488
Prior entropy
1
Recall
0.8488
Per class
Relative absolute error
0.4533
Root mean prior squared error
0.5
Root mean squared error
0.3437
Root relative squared error
0.6874