DEVELOPMENT... OpenML
Run
57689

Run 57689

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.8218
Per class
Confusion matrix
F measure
0.8058
Per class
Kappa
0.3694
KB relative information score
530571.2407
Mean absolute error
0.2481
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.807
Per class
Predictive accuracy
0.8256
Prior entropy
1
Recall
0.8256
Per class
Relative absolute error
0.4961
Root mean prior squared error
0.5
Root mean squared error
0.3535
Root relative squared error
0.7071