DEVELOPMENT... OpenML
Run
4795

Run 4795

Task 2214 (Supervised Data Stream Classification) hayes-roth_train Uploaded 30-04-2014 by Felicia West
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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
0.7312
Per class
Confusion matrix
F measure
0.5986
Per class
Kappa
0.4152
KB relative information score
63.1301
Mean absolute error
0.2391
Mean prior absolute error
0.375
Number of instances
132
Per class
Precision
0.6181
Per class
Predictive accuracy
0.6136
Prior entropy
2
Recall
0.6136
Per class
Relative absolute error
0.6376
Root mean prior squared error
0.433
Root mean squared error
0.3757
Root relative squared error
0.8676
Run CPU time
0.01