Run
2235

Run 2235

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.786
Per class
Confusion matrix
F measure
0.5148
Per class
Kappa
0.3688
KB relative information score
352094.3806
Mean absolute error
0.2468
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5198
Per class
Predictive accuracy
0.5199
Prior entropy
2.3219
Ram hours
0
Recall
0.5199
Per class
Relative absolute error
0.7713
Root mean prior squared error
0.4
Root mean squared error
0.3527
Root relative squared error
0.8818
Run CPU time
195.74