Run
1677

Run 1677

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 23-04-2014 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
0.8645
Per class
Confusion matrix
F measure
0.7338
Per class
Kappa
0.5549
KB relative information score
1095986.2258
Mean absolute error
0.0638
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.7346
Per class
Predictive accuracy
0.7354
Prior entropy
3.3219
Ram hours
0
Recall
0.7354
Per class
Relative absolute error
0.3545
Root mean prior squared error
0.3
Root mean squared error
0.1975
Root relative squared error
0.6583
Run CPU time
115.1