Run
4038

Run 4038

Task 2179 (Supervised Data Stream Classification) balance-scale 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
0.8743
Per class
Confusion matrix
F measure
0.7628
Per class
Kappa
0.616
KB relative information score
348.4282
Mean absolute error
0.2342
Mean prior absolute error
0.4444
Number of instances
625
Per class
Precision
0.7605
Per class
Predictive accuracy
0.792
Prior entropy
1.585
Ram hours
0
Recall
0.792
Per class
Relative absolute error
0.5269
Root mean prior squared error
0.4714
Root mean squared error
0.3407
Root relative squared error
0.7227
Run CPU time
0.006