DEVELOPMENT... OpenML
Run
3757

Run 3757

Task 2177 (Supervised Data Stream Classification) autos Uploaded 30-04-2014 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.7509
Per class
Confusion matrix
F measure
0.4674
Per class
Kappa
0.3119
KB relative information score
93.961
Mean absolute error
0.1684
Mean prior absolute error
0.2449
Number of instances
205
Per class
Precision
0.482
Per class
Predictive accuracy
0.4829
Prior entropy
2.8074
Ram hours
0
Recall
0.4829
Per class
Relative absolute error
0.6876
Root mean prior squared error
0.3499
Root mean squared error
0.3148
Root relative squared error
0.8997
Run CPU time
0.0041