Run
4474

Run 4474

Task 2182 (Supervised Data Stream Classification) mfeat-fourier 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
0.9628
Per class
Confusion matrix
F measure
0.7957
Per class
Kappa
0.7733
KB relative information score
1601.7151
Mean absolute error
0.0407
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8593
Per class
Predictive accuracy
0.796
Prior entropy
3.3219
Recall
0.796
Per class
Relative absolute error
0.2263
Root mean prior squared error
0.3
Root mean squared error
0.1893
Root relative squared error
0.631
Run CPU time
0.65