Run
3570

Run 3570

Task 2213 (Supervised Data Stream Classification) splice Uploaded 30-04-2014 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
0.9978
Per class
Confusion matrix
F measure
0.9486
Per class
Kappa
0.9166
KB relative information score
2970.3055
Mean absolute error
0.033
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.9542
Per class
Predictive accuracy
0.9476
Prior entropy
1.585
Ram hours
0
Recall
0.9476
Per class
Relative absolute error
0.0742
Root mean prior squared error
0.4714
Root mean squared error
0.1651
Root relative squared error
0.3501
Run CPU time
0.2269