DEVELOPMENT... OpenML
Run
5263

Run 5263

Task 2188 (Supervised Data Stream Classification) mfeat-pixel Uploaded 30-04-2014 by Felicia West
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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
0.8954
Per class
Confusion matrix
F measure
0.82
Per class
Kappa
0.8278
KB relative information score
1554.8007
Mean absolute error
0.058
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.8169
Per class
Predictive accuracy
0.845
Prior entropy
3.3219
Ram hours
0
Recall
0.845
Per class
Relative absolute error
0.322
Root mean prior squared error
0.3
Root mean squared error
0.1823
Root relative squared error
0.6076
Run CPU time
2.55