DEVELOPMENT... OpenML
Run
2142

Run 2142

Task 189 (Supervised Data Stream Classification) covertype Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9199
Per class
Confusion matrix
F measure
0.8019
Per class
Kappa
0.6825
KB relative information score
456173.8008
Mean absolute error
0.0666
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8029
Per class
Predictive accuracy
0.8031
Prior entropy
2.8074
Ram hours
0
Recall
0.8031
Per class
Relative absolute error
0.2719
Root mean prior squared error
0.3499
Root mean squared error
0.2124
Root relative squared error
0.607
Run CPU time
27.38