DEVELOPMENT... OpenML
Run
25652

Run 25652

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 10-09-2014 by Felicia West
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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
0.94
Per class
Confusion matrix
F measure
0.8974
Per class
Kappa
0.7948
KB relative information score
829549.5897
Mean absolute error
0.0799
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8974
Per class
Predictive accuracy
0.8974
Prior entropy
2.3219
Recall
0.8974
Per class
Relative absolute error
0.2496
Root mean prior squared error
0.4
Root mean squared error
0.1869
Root relative squared error
0.4673
Run CPU time
60.6663