Run
4922

Run 4922

Task 2213 (Supervised Data Stream Classification) splice Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.993
Per class
Confusion matrix
F measure
0.3179
Per class
Kappa
0.3065
KB relative information score
925.6867
Mean absolute error
0.3431
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.2447
Per class
Predictive accuracy
0.4734
Prior entropy
1.585
Ram hours
0.0033
Recall
0.4734
Per class
Relative absolute error
0.7719
Root mean prior squared error
0.4714
Root mean squared error
0.5018
Root relative squared error
1.0646
Run CPU time
52.94