Run
5264

Run 5264

Task 2188 (Supervised Data Stream Classification) mfeat-pixel 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
0.9907
Per class
Confusion matrix
F measure
0.9493
Per class
Kappa
0.9439
KB relative information score
1902.3639
Mean absolute error
0.0111
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.9518
Per class
Predictive accuracy
0.9495
Prior entropy
3.3219
Ram hours
0
Recall
0.9495
Per class
Relative absolute error
0.0618
Root mean prior squared error
0.3
Root mean squared error
0.0914
Root relative squared error
0.3045
Run CPU time
2.59