DEVELOPMENT... OpenML
Run
178648

Run 178648

Task 7351 (Supervised Data Stream Classification) BNG(kr-vs-kp,5000,5) Uploaded 23-02-2015 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.9819
Per class
Confusion matrix
F measure
0.9423
Per class
Kappa
0.8845
KB relative information score
853095.4058
Mean absolute error
0.0779
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9423
Per class
Predictive accuracy
0.9423
Prior entropy
1
Recall
0.9423
Per class
Relative absolute error
0.1557
Root mean prior squared error
0.5
Root mean squared error
0.2131
Root relative squared error
0.4263