Run
2389

Run 2389

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9969
Per class
Confusion matrix
F measure
0.9661
Per class
Kappa
0.9576
KB relative information score
956422.0258
Mean absolute error
0.0162
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9661
Per class
Predictive accuracy
0.9662
Prior entropy
2.585
Ram hours
0
Recall
0.9662
Per class
Relative absolute error
0.0585
Root mean prior squared error
0.3727
Root mean squared error
0.0951
Root relative squared error
0.2553
Run CPU time
53.48