Run
4192

Run 4192

Task 2191 (Supervised Data Stream Classification) cmc 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
0.8275
Per class
Confusion matrix
F measure
0.5194
Per class
Kappa
0.2969
KB relative information score
557.1813
Mean absolute error
0.301
Mean prior absolute error
0.4444
Number of instances
1473
Per class
Precision
0.5625
Per class
Predictive accuracy
0.554
Prior entropy
1.585
Ram hours
0
Recall
0.554
Per class
Relative absolute error
0.6773
Root mean prior squared error
0.4714
Root mean squared error
0.4454
Root relative squared error
0.9448
Run CPU time
0.0125