Run
3270

Run 3270

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 30-04-2014 by Jan van Rijn
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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
0.9599
Per class
Confusion matrix
F measure
0.9184
Per class
Kappa
0.7469
KB relative information score
769852.2211
Mean absolute error
0.1246
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9181
Per class
Predictive accuracy
0.9202
Prior entropy
1
Ram hours
0.0003
Recall
0.9202
Per class
Relative absolute error
0.2493
Root mean prior squared error
0.5
Root mean squared error
0.243
Root relative squared error
0.486
Run CPU time
93.93