Run
4432

Run 4432

Task 2182 (Supervised Data Stream Classification) mfeat-fourier Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.9617
Per class
Confusion matrix
F measure
0.7771
Per class
Kappa
0.7522
KB relative information score
1575.0997
Mean absolute error
0.0459
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8458
Per class
Predictive accuracy
0.777
Prior entropy
3.3219
Recall
0.777
Per class
Relative absolute error
0.255
Root mean prior squared error
0.3
Root mean squared error
0.1916
Root relative squared error
0.6387
Run CPU time
2.17