Run
5477

Run 5477

Task 2190 (Supervised Data Stream Classification) mfeat-zernike Uploaded 01-05-2014 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
0.962
Per class
Confusion matrix
F measure
0.875
Per class
Kappa
0.8606
KB relative information score
1743.9307
Mean absolute error
0.0256
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8818
Per class
Predictive accuracy
0.8745
Prior entropy
3.3219
Ram hours
0
Recall
0.8745
Per class
Relative absolute error
0.1422
Root mean prior squared error
0.3
Root mean squared error
0.1527
Root relative squared error
0.509
Run CPU time
0.2038