Run
4008

Run 4008

Task 2232 (Supervised Data Stream Classification) monks-problems-1_test Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.4471
Per class
Confusion matrix
F measure
0.4287
Per class
Kappa
-0.0139
KB relative information score
-4.5025
Mean absolute error
0.5042
Mean prior absolute error
0.5
Number of instances
432
Per class
Precision
0.4874
Per class
Predictive accuracy
0.4931
Prior entropy
1
Recall
0.4931
Per class
Relative absolute error
1.0084
Root mean prior squared error
0.5
Root mean squared error
0.5067
Root relative squared error
1.0135
Run CPU time
0.01