Run
4378

Run 4378

Task 2171 (Supervised Data Stream Classification) kr-vs-kp 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
0.9945
Per class
Confusion matrix
F measure
0.9492
Per class
Kappa
0.8981
KB relative information score
2787.4541
Mean absolute error
0.0673
Mean prior absolute error
0.5
Number of instances
3196
Per class
Precision
0.9515
Per class
Predictive accuracy
0.9493
Prior entropy
1
Recall
0.9493
Per class
Relative absolute error
0.1346
Root mean prior squared error
0.5
Root mean squared error
0.1848
Root relative squared error
0.3696
Run CPU time
0.85