Run
57670

Run 57670

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.8684
Per class
Confusion matrix
F measure
0.8403
Per class
Kappa
0.4943
KB relative information score
593679.3922
Mean absolute error
0.2149
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8386
Per class
Predictive accuracy
0.849
Prior entropy
1
Recall
0.849
Per class
Relative absolute error
0.4299
Root mean prior squared error
0.5
Root mean squared error
0.3316
Root relative squared error
0.6632