DEVELOPMENT... OpenML
Run
4630

Run 4630

Task 2242 (Supervised Data Stream Classification) spect_test Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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
0.7105
Per class
Confusion matrix
F measure
0.6997
Per class
Kappa
0.3922
KB relative information score
31.4502
Mean absolute error
0.4282
Mean prior absolute error
0.5
Number of instances
187
Per class
Precision
0.6996
Per class
Predictive accuracy
0.7005
Prior entropy
1
Ram hours
0
Recall
0.7005
Per class
Relative absolute error
0.8563
Root mean prior squared error
0.5
Root mean squared error
0.4687
Root relative squared error
0.9375
Run CPU time
0.05