Run
3408

Run 3408

Task 2184 (Supervised Data Stream Classification) mfeat-karhunen 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
0.9744
Per class
Confusion matrix
F measure
0.9248
Per class
Kappa
0.9161
KB relative information score
1839.8981
Mean absolute error
0.0165
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.927
Per class
Predictive accuracy
0.9245
Prior entropy
3.3219
Ram hours
0
Recall
0.9245
Per class
Relative absolute error
0.0918
Root mean prior squared error
0.3
Root mean squared error
0.1198
Root relative squared error
0.3992
Run CPU time
0.27