Run
3984

Run 3984

Task 2177 (Supervised Data Stream Classification) autos 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
0.7159
Per class
Confusion matrix
F measure
0.4553
Per class
Kappa
0.3022
KB relative information score
87.5598
Mean absolute error
0.1612
Mean prior absolute error
0.2449
Number of instances
205
Per class
Precision
0.4856
Per class
Predictive accuracy
0.4537
Prior entropy
2.8074
Recall
0.4537
Per class
Relative absolute error
0.6582
Root mean prior squared error
0.3499
Root mean squared error
0.3555
Root relative squared error
1.0158
Run CPU time
0.02