Run
3020

Run 3020

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 29-04-2014 by Jan van Rijn
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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.

20 Evaluation measures

Area under ROC curve
0.7581
Per class
Confusion matrix
F measure
0.7352
Per class
Kappa
0.3957
KB relative information score
369590.9774
Mean absolute error
0.3275
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7354
Per class
Predictive accuracy
0.7444
Prior entropy
1
Ram hours
0.0001
Recall
0.7444
Per class
Relative absolute error
0.655
Root mean prior squared error
0.5
Root mean squared error
0.4284
Root relative squared error
0.8568
Run CPU time
18.679