Run
1441

Run 1441

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 23-04-2014 by Jan van Rijn
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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
0.9159
Per class
Confusion matrix
F measure
0.7617
Per class
Kappa
0.6921
KB relative information score
687967.5545
Mean absolute error
0.1212
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7614
Per class
Predictive accuracy
0.7631
Prior entropy
2.3219
Ram hours
0
Recall
0.7631
Per class
Relative absolute error
0.3787
Root mean prior squared error
0.4
Root mean squared error
0.2636
Root relative squared error
0.6589
Run CPU time
27.4